{
  "forecast_id": "to_fcst_20260715_0848",
  "hazard": "tornado",
  "issued_at": "2026-07-15T08:48:14Z",
  "model_version": "tornado_storm_v1_0",
  "forecast_horizon_hours": 24,
  "scoring_tier": "tier1_ml",
  "scoring_tier_label": "ML (pre-trained gradient-boosted trees)",
  "coherence_source": "hrrr",
  "n_active_storms": 80,
  "top_probability": 0.0153,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "912187",
      "lat": 43.3857,
      "lon": -72.7886,
      "motion_east": -1.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0153,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1295.0,
      "ebshear": 43.0,
      "srh01": 155.0,
      "maxllaz": 0.004,
      "mesh": 0.47,
      "flash_rate": 27.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 155.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6224
        },
        {
          "name": "alignment",
          "value": -10.2645
        },
        {
          "name": "tau",
          "value": 1.0338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6241
      },
      "coherence_score": 1.0337705612182617,
      "coherence_diagnostics": {
        "tau": 1.0337705612182617,
        "grad_tau": 0.259443074464798,
        "torsion": 0.0,
        "alignment": -10.264469146728516,
        "S_field": 0.9125261902809143,
        "Gamma_field": 0.7897196412086487,
        "S_over_Gamma": 1.1555064916610718,
        "Da": 42.04533767700195,
        "E_coh": 0.5454366207122803,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.79,
              43.43
            ],
            [
              -72.74,
              43.43
            ],
            [
              -72.73,
              43.42
            ],
            [
              -72.71,
              43.42
            ],
            [
              -72.68,
              43.39
            ],
            [
              -72.68,
              43.35
            ],
            [
              -72.71,
              43.32
            ],
            [
              -72.88,
              43.32
            ],
            [
              -72.89,
              43.33
            ],
            [
              -72.89,
              43.37
            ],
            [
              -72.87,
              43.39
            ],
            [
              -72.85,
              43.39
            ],
            [
              -72.83,
              43.41
            ],
            [
              -72.79,
              43.43
            ]
          ]
        ]
      },
      "raw_probability": 0.6241,
      "confidence_lo": 0.0133,
      "confidence_hi": 0.0153,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "d397fe94706e231f7ea9107804e4057d337e804fd1840376729647156e74a199",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.6241,
        "probability": 0.015295,
        "confidence_lo": 0.013323,
        "confidence_hi": 0.015326,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec70573ed0e39dfcb1fd6d731238069cce84592c2d714a550521c1017ef3ee31"
      },
      "receipt_sha256": "ec70573ed0e39dfcb1fd6d731238069cce84592c2d714a550521c1017ef3ee31"
    },
    {
      "storm_id": "912713",
      "lat": 29.1833,
      "lon": -96.1044,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0071,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2887.0,
      "ebshear": 34.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1224
        },
        {
          "name": "alignment",
          "value": -0.1444
        },
        {
          "name": "tau",
          "value": 2.088
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4979
      },
      "coherence_score": 2.088016986846924,
      "coherence_diagnostics": {
        "tau": 2.088016986846924,
        "grad_tau": 0.6690613627433777,
        "torsion": 0.0,
        "alignment": -0.14436814188957214,
        "S_field": 1.0359374284744263,
        "Gamma_field": 0.24305298924446106,
        "S_over_Gamma": 4.262187480926514,
        "Da": 15.684767723083496,
        "E_coh": 0.8139064311981201,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.12,
              29.21
            ],
            [
              -96.09,
              29.21
            ],
            [
              -96.07,
              29.19
            ],
            [
              -96.07,
              29.16
            ],
            [
              -96.08,
              29.15
            ],
            [
              -96.11,
              29.15
            ],
            [
              -96.14,
              29.18
            ],
            [
              -96.14,
              29.19
            ],
            [
              -96.12,
              29.21
            ]
          ]
        ]
      },
      "raw_probability": 0.4979,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0071,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "befd7d1d8289c8c449411e35a0894bbbb044f3a16b93a15e9f57759e1b1a84c9",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.4979,
        "probability": 0.007062,
        "confidence_lo": 0.006932,
        "confidence_hi": 0.007063,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c7b2783cee98f30cfb0967cbface022e50bad8935cc3c16a62b94a7b962400e"
      },
      "receipt_sha256": "0c7b2783cee98f30cfb0967cbface022e50bad8935cc3c16a62b94a7b962400e"
    },
    {
      "storm_id": "912808",
      "lat": 43.9236,
      "lon": -75.6764,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2322.0,
      "ebshear": 54.0,
      "srh01": 131.0,
      "maxllaz": 0.0,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2474
        },
        {
          "name": "alignment",
          "value": -3.7585
        },
        {
          "name": "tau",
          "value": 1.3218
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4085
      },
      "coherence_score": 1.3218019008636475,
      "coherence_diagnostics": {
        "tau": 1.3218019008636475,
        "grad_tau": 0.22597470879554749,
        "torsion": 0.0,
        "alignment": -3.758457660675049,
        "S_field": 0.7551477551460266,
        "Gamma_field": 0.8022196888923645,
        "S_over_Gamma": 0.9413228631019592,
        "Da": 42.67646026611328,
        "E_coh": 0.6688244342803955,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.62,
              43.99
            ],
            [
              -75.63,
              43.97
            ],
            [
              -75.64,
              43.85
            ],
            [
              -75.65,
              43.84
            ],
            [
              -75.74,
              43.84
            ],
            [
              -75.73,
              43.86
            ],
            [
              -75.73,
              43.93
            ],
            [
              -75.71,
              43.95
            ],
            [
              -75.71,
              43.97
            ],
            [
              -75.66,
              43.97
            ],
            [
              -75.62,
              43.99
            ]
          ]
        ]
      },
      "raw_probability": 0.4085,
      "confidence_lo": 0.0064,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "1c1acb34621c2733caac2f1996ead44a19e4099e94c3757f17c926c1f1501e03",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.4085,
        "probability": 0.006934,
        "confidence_lo": 0.006424,
        "confidence_hi": 0.006938,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "477009fe0d26ebcfd2bbcd77f788f996736b05c202ac78b3e08f153082c97885"
      },
      "receipt_sha256": "477009fe0d26ebcfd2bbcd77f788f996736b05c202ac78b3e08f153082c97885"
    },
    {
      "storm_id": "912591",
      "lat": 43.9947,
      "lon": -72.7137,
      "motion_east": -2.0,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 666.0,
      "ebshear": 50.0,
      "srh01": 103.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9974
        },
        {
          "name": "alignment",
          "value": -6.8262
        },
        {
          "name": "tau",
          "value": 1.195
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3362
      },
      "coherence_score": 1.1950099468231201,
      "coherence_diagnostics": {
        "tau": 1.1950099468231201,
        "grad_tau": 0.2684305012226105,
        "torsion": 0.0,
        "alignment": -6.826198101043701,
        "S_field": 0.78226637840271,
        "Gamma_field": 0.7797196507453918,
        "S_over_Gamma": 1.0032662153244019,
        "Da": 42.728973388671875,
        "E_coh": 0.745211124420166,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.83,
              44.06
            ],
            [
              -72.74,
              44.06
            ],
            [
              -72.73,
              44.05
            ],
            [
              -72.68,
              44.05
            ],
            [
              -72.68,
              44.02
            ],
            [
              -72.67,
              44.01
            ],
            [
              -72.62,
              44.01
            ],
            [
              -72.59,
              43.98
            ],
            [
              -72.58,
              43.98
            ],
            [
              -72.58,
              43.92
            ],
            [
              -72.59,
              43.91
            ],
            [
              -72.63,
              43.91
            ],
            [
              -72.71,
              43.95
            ],
            [
              -72.76,
              43.95
            ],
            [
              -72.77,
              43.96
            ],
            [
              -72.85,
              43.98
            ],
            [
              -72.86,
              44.0
            ],
            [
              -72.86,
              44.04
            ],
            [
              -72.83,
              44.06
            ]
          ]
        ]
      },
      "raw_probability": 0.3362,
      "confidence_lo": 0.0034,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "177564c9ab79e2b50599dca143bf0b4f868e09a016b5dca2baaabd359c24df27",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.3362,
        "probability": 0.003487,
        "confidence_lo": 0.003373,
        "confidence_hi": 0.003487,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97500b99ee08db4441bad0de59665c0ed0e73782be7d8a272c4120ab73311a42"
      },
      "receipt_sha256": "97500b99ee08db4441bad0de59665c0ed0e73782be7d8a272c4120ab73311a42"
    },
    {
      "storm_id": "912811",
      "lat": 48.4,
      "lon": -105.841,
      "motion_east": 5.8,
      "motion_south": -6.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0029,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 802.0,
      "ebshear": 42.0,
      "srh01": 158.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 158.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9974
        },
        {
          "name": "alignment",
          "value": -2.4262
        },
        {
          "name": "tau",
          "value": 0.338
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2649
      },
      "coherence_score": 0.33798739314079285,
      "coherence_diagnostics": {
        "tau": 0.33798739314079285,
        "grad_tau": 0.2978481948375702,
        "torsion": 0.0,
        "alignment": -2.42622709274292,
        "S_field": 0.1545368731021881,
        "Gamma_field": 0.1813863068819046,
        "S_over_Gamma": 0.8519765138626099,
        "Da": 11.947915077209473,
        "E_coh": 0.34126707911491394,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.86,
              48.44
            ],
            [
              -105.82,
              48.4
            ],
            [
              -105.8,
              48.39
            ],
            [
              -105.79,
              48.37
            ],
            [
              -105.8,
              48.36
            ],
            [
              -105.86,
              48.38
            ],
            [
              -105.86,
              48.39
            ],
            [
              -105.88,
              48.41
            ],
            [
              -105.88,
              48.42
            ],
            [
              -105.86,
              48.44
            ]
          ]
        ]
      },
      "raw_probability": 0.2649,
      "confidence_lo": 0.0026,
      "confidence_hi": 0.0029,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "1557de53d8f076e331b943b6b0662abfaa14575eb16d8aa5b8d14a6a95a08930",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.2649,
        "probability": 0.002893,
        "confidence_lo": 0.002631,
        "confidence_hi": 0.002894,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a8930c8688bf0a7fa36b01789be7539f109a75c3f35c12f326005f4ba435b89"
      },
      "receipt_sha256": "4a8930c8688bf0a7fa36b01789be7539f109a75c3f35c12f326005f4ba435b89"
    },
    {
      "storm_id": "911527",
      "lat": 48.2381,
      "lon": -105.7325,
      "motion_east": 6.8,
      "motion_south": -8.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 915.0,
      "ebshear": 38.0,
      "srh01": 147.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9974
        },
        {
          "name": "alignment",
          "value": -2.4262
        },
        {
          "name": "tau",
          "value": 0.338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2589
      },
      "coherence_score": 0.33798739314079285,
      "coherence_diagnostics": {
        "tau": 0.33798739314079285,
        "grad_tau": 0.2978481948375702,
        "torsion": 0.0,
        "alignment": -2.42622709274292,
        "S_field": 0.1545368731021881,
        "Gamma_field": 0.1813863068819046,
        "S_over_Gamma": 0.8519765138626099,
        "Da": 11.947915077209473,
        "E_coh": 0.34126707911491394,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.73,
              48.34
            ],
            [
              -105.68,
              48.33
            ],
            [
              -105.62,
              48.28
            ],
            [
              -105.61,
              48.26
            ],
            [
              -105.62,
              48.22
            ],
            [
              -105.64,
              48.2
            ],
            [
              -105.68,
              48.19
            ],
            [
              -105.71,
              48.17
            ],
            [
              -105.79,
              48.17
            ],
            [
              -105.8,
              48.18
            ],
            [
              -105.82,
              48.18
            ],
            [
              -105.84,
              48.2
            ],
            [
              -105.84,
              48.23
            ],
            [
              -105.81,
              48.26
            ],
            [
              -105.8,
              48.26
            ],
            [
              -105.73,
              48.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2589,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "747084242fcd44568ad037f4a0f7eaaf9aa34d2e3c6ed7a86f0c7ea04e673b58",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.2589,
        "probability": 0.002762,
        "confidence_lo": 0.002474,
        "confidence_hi": 0.002762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ce6f3622ccd5780415d3d8849fcd9010c4965196425113c5deeb1c9ba27ed3"
      },
      "receipt_sha256": "85ce6f3622ccd5780415d3d8849fcd9010c4965196425113c5deeb1c9ba27ed3"
    },
    {
      "storm_id": "911468",
      "lat": 42.968,
      "lon": -71.543,
      "motion_east": -1.0,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 45.0,
      "srh01": 84.0,
      "maxllaz": 0.004,
      "mesh": 0.47,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8724
        },
        {
          "name": "alignment",
          "value": -6.7997
        },
        {
          "name": "tau",
          "value": 0.7732
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2447
      },
      "coherence_score": 0.7731517553329468,
      "coherence_diagnostics": {
        "tau": 0.7731517553329468,
        "grad_tau": 0.21683365106582642,
        "torsion": 0.0,
        "alignment": -6.799676895141602,
        "S_field": 0.8505200743675232,
        "Gamma_field": 1.2588862180709839,
        "S_over_Gamma": 0.6756131649017334,
        "Da": 64.586181640625,
        "E_coh": 0.687422513961792,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.58,
              43.04
            ],
            [
              -71.52,
              43.04
            ],
            [
              -71.46,
              43.01
            ],
            [
              -71.46,
              42.94
            ],
            [
              -71.49,
              42.88
            ],
            [
              -71.54,
              42.88
            ],
            [
              -71.56,
              42.89
            ],
            [
              -71.62,
              42.95
            ],
            [
              -71.62,
              43.01
            ],
            [
              -71.58,
              43.04
            ]
          ]
        ]
      },
      "raw_probability": 0.2447,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "eada532425daeb92584e2b177b4125a2bb813f31589af6f14e9bfe22dec5203a",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.2447,
        "probability": 0.002658,
        "confidence_lo": 0.002474,
        "confidence_hi": 0.002659,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc233de987e4f91a94c35e4d6fca7d2e97f889cbdb3d421366c4af2895860080"
      },
      "receipt_sha256": "cc233de987e4f91a94c35e4d6fca7d2e97f889cbdb3d421366c4af2895860080"
    },
    {
      "storm_id": "912779",
      "lat": 48.6525,
      "lon": -103.065,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 39.0,
      "srh01": 243.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 243.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2474
        },
        {
          "name": "alignment",
          "value": -4.5065
        },
        {
          "name": "tau",
          "value": 0.3618
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2329
      },
      "coherence_score": 0.361770361661911,
      "coherence_diagnostics": {
        "tau": 0.361770361661911,
        "grad_tau": 0.2738937437534332,
        "torsion": 0.0,
        "alignment": -4.506485462188721,
        "S_field": 0.328581303358078,
        "Gamma_field": 0.3272196650505066,
        "S_over_Gamma": 1.0041612386703491,
        "Da": 21.18324089050293,
        "E_coh": 0.20600579679012299,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.08,
              48.68
            ],
            [
              -103.05,
              48.68
            ],
            [
              -103.03,
              48.66
            ],
            [
              -103.03,
              48.64
            ],
            [
              -103.05,
              48.61
            ],
            [
              -103.1,
              48.61
            ],
            [
              -103.1,
              48.66
            ],
            [
              -103.08,
              48.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2329,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "c47aa277abfb2fb33889d9cb8b2b7b660f961c43288da118e3adf6d84bf1463b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.2329,
        "probability": 0.002658,
        "confidence_lo": 0.002474,
        "confidence_hi": 0.002659,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30fc69e66907c56a4166c20efe0838430de6b491e850695a6afd686006f8a5a1"
      },
      "receipt_sha256": "30fc69e66907c56a4166c20efe0838430de6b491e850695a6afd686006f8a5a1"
    },
    {
      "storm_id": "912208",
      "lat": 48.9605,
      "lon": -100.601,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 731.0,
      "ebshear": 37.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8724
        },
        {
          "name": "alignment",
          "value": -8.389
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1821
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3633021116256714,
        "torsion": 0.0,
        "alignment": -8.389041900634766,
        "S_field": 0.2776138186454773,
        "Gamma_field": 0.17805297672748566,
        "S_over_Gamma": 1.5591641664505005,
        "Da": 11.278519630432129,
        "E_coh": 0.47185221314430237,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.62,
              49.05
            ],
            [
              -100.57,
              49.05
            ],
            [
              -100.56,
              49.04
            ],
            [
              -100.56,
              49.02
            ],
            [
              -100.54,
              49.0
            ],
            [
              -100.54,
              48.97
            ],
            [
              -100.52,
              48.95
            ],
            [
              -100.52,
              48.92
            ],
            [
              -100.53,
              48.91
            ],
            [
              -100.53,
              48.88
            ],
            [
              -100.54,
              48.87
            ],
            [
              -100.64,
              48.87
            ],
            [
              -100.65,
              48.88
            ],
            [
              -100.69,
              48.89
            ],
            [
              -100.72,
              48.92
            ],
            [
              -100.71,
              48.96
            ],
            [
              -100.68,
              48.98
            ],
            [
              -100.66,
              48.98
            ],
            [
              -100.62,
              49.02
            ],
            [
              -100.62,
              49.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1821,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "95b433c49eeffe0c0312132ad31b5cf2762badb11e537525498208a8dd52529f",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1821,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b2016de063e4f6f3ed7aa1f637f41a601057f2115926fe8f628cad25e0d0684"
      },
      "receipt_sha256": "9b2016de063e4f6f3ed7aa1f637f41a601057f2115926fe8f628cad25e0d0684"
    },
    {
      "storm_id": "912803",
      "lat": 47.8591,
      "lon": -106.58,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 806.0,
      "ebshear": 48.0,
      "srh01": 138.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6224
        },
        {
          "name": "alignment",
          "value": -2.8183
        },
        {
          "name": "tau",
          "value": 0.5291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1444
      },
      "coherence_score": 0.5291064977645874,
      "coherence_diagnostics": {
        "tau": 0.5291064977645874,
        "grad_tau": 0.18099814653396606,
        "torsion": 0.0,
        "alignment": -2.8183276653289795,
        "S_field": 0.16087985038757324,
        "Gamma_field": 0.20305298268795013,
        "S_over_Gamma": 0.7923048138618469,
        "Da": 13.123373031616211,
        "E_coh": 0.33182933926582336,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.59,
              47.9
            ],
            [
              -106.54,
              47.9
            ],
            [
              -106.54,
              47.88
            ],
            [
              -106.56,
              47.86
            ],
            [
              -106.56,
              47.82
            ],
            [
              -106.57,
              47.81
            ],
            [
              -106.61,
              47.82
            ],
            [
              -106.6,
              47.83
            ],
            [
              -106.6,
              47.85
            ],
            [
              -106.62,
              47.88
            ],
            [
              -106.59,
              47.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1444,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "c75d0db79c78b619c10fad0aec93f4e0e209916022da8c18df6bb6bad0807402",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1444,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88393c1334044b6c21ab5341cb3ce9699477e17331276a79371fa4951b6167d8"
      },
      "receipt_sha256": "88393c1334044b6c21ab5341cb3ce9699477e17331276a79371fa4951b6167d8"
    },
    {
      "storm_id": "912619",
      "lat": 28.6968,
      "lon": -99.3373,
      "motion_east": 0.0,
      "motion_south": -6.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1951.0,
      "ebshear": 39.0,
      "srh01": 85.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6224
        },
        {
          "name": "alignment",
          "value": -1.31
        },
        {
          "name": "tau",
          "value": 0.7721
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1397
      },
      "coherence_score": 0.7721326947212219,
      "coherence_diagnostics": {
        "tau": 0.7721326947212219,
        "grad_tau": 0.2118585705757141,
        "torsion": 0.0,
        "alignment": -1.3100240230560303,
        "S_field": 0.12069782614707947,
        "Gamma_field": 0.17638631165027618,
        "S_over_Gamma": 0.6842811107635498,
        "Da": 11.178061485290527,
        "E_coh": 0.6096506714820862,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.39,
              28.8
            ],
            [
              -99.28,
              28.69
            ],
            [
              -99.27,
              28.67
            ],
            [
              -99.26,
              28.68
            ],
            [
              -99.24,
              28.68
            ],
            [
              -99.2,
              28.66
            ],
            [
              -99.2,
              28.62
            ],
            [
              -99.21,
              28.61
            ],
            [
              -99.25,
              28.62
            ],
            [
              -99.28,
              28.67
            ],
            [
              -99.29,
              28.66
            ],
            [
              -99.3,
              28.67
            ],
            [
              -99.36,
              28.67
            ],
            [
              -99.41,
              28.7
            ],
            [
              -99.42,
              28.69
            ],
            [
              -99.43,
              28.7
            ],
            [
              -99.45,
              28.7
            ],
            [
              -99.47,
              28.72
            ],
            [
              -99.47,
              28.74
            ],
            [
              -99.44,
              28.79
            ],
            [
              -99.41,
              28.79
            ],
            [
              -99.39,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1397,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "f881300ec5add354e4da3fb62600c4984cb7d79cde64144624924ae8f7d0aba2",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1397,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f0362d606cc58eb33be358826f03a256df11394b28240fc8378a4ed4524284f"
      },
      "receipt_sha256": "9f0362d606cc58eb33be358826f03a256df11394b28240fc8378a4ed4524284f"
    },
    {
      "storm_id": "912112",
      "lat": 48.734,
      "lon": -100.322,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1171.0,
      "ebshear": 38.0,
      "srh01": 133.0,
      "maxllaz": 0.006,
      "mesh": 2.52,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1224
        },
        {
          "name": "alignment",
          "value": -2.5013
        },
        {
          "name": "tau",
          "value": 0.4029
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1369
      },
      "coherence_score": 0.40293633937835693,
      "coherence_diagnostics": {
        "tau": 0.40293633937835693,
        "grad_tau": 0.302746057510376,
        "torsion": 0.0,
        "alignment": -2.501314401626587,
        "S_field": 0.30475959181785583,
        "Gamma_field": 0.17388631403446198,
        "S_over_Gamma": 1.7526370286941528,
        "Da": 10.881325721740723,
        "E_coh": 0.3570229709148407,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.39,
              48.81
            ],
            [
              -100.32,
              48.81
            ],
            [
              -100.31,
              48.8
            ],
            [
              -100.27,
              48.8
            ],
            [
              -100.25,
              48.79
            ],
            [
              -100.2,
              48.74
            ],
            [
              -100.2,
              48.69
            ],
            [
              -100.22,
              48.67
            ],
            [
              -100.25,
              48.67
            ],
            [
              -100.26,
              48.66
            ],
            [
              -100.28,
              48.67
            ],
            [
              -100.32,
              48.67
            ],
            [
              -100.35,
              48.69
            ],
            [
              -100.37,
              48.69
            ],
            [
              -100.4,
              48.72
            ],
            [
              -100.41,
              48.72
            ],
            [
              -100.41,
              48.74
            ],
            [
              -100.42,
              48.75
            ],
            [
              -100.42,
              48.78
            ],
            [
              -100.39,
              48.81
            ]
          ]
        ]
      },
      "raw_probability": 0.1369,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "88405c59bbbd27e26e0f6169bde054f43b05517f51ed0d4b052c0cfc7adcb5de",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1369,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccf47e5021957aa8cb4e1253490b2ac3467bd2691926bb9c935d7305ee13183a"
      },
      "receipt_sha256": "ccf47e5021957aa8cb4e1253490b2ac3467bd2691926bb9c935d7305ee13183a"
    },
    {
      "storm_id": "912690",
      "lat": 50.755,
      "lon": -109.3783,
      "motion_east": 4.9,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 96.0,
      "ebshear": 27.0,
      "srh01": 79.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.1224
        },
        {
          "name": "alignment",
          "value": 1.861
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1353
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2719961106777191,
        "torsion": 0.0,
        "alignment": 1.8609580993652344,
        "S_field": 0.16569538414478302,
        "Gamma_field": 0.22721965610980988,
        "S_over_Gamma": 0.7292299866676331,
        "Da": 13.518653869628906,
        "E_coh": 0.33597156405448914,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.29,
              50.83
            ],
            [
              -109.26,
              50.82
            ],
            [
              -109.26,
              50.76
            ],
            [
              -109.27,
              50.75
            ],
            [
              -109.31,
              50.75
            ],
            [
              -109.37,
              50.72
            ],
            [
              -109.39,
              50.72
            ],
            [
              -109.46,
              50.64
            ],
            [
              -109.5,
              50.63
            ],
            [
              -109.53,
              50.65
            ],
            [
              -109.53,
              50.69
            ],
            [
              -109.5,
              50.75
            ],
            [
              -109.46,
              50.79
            ],
            [
              -109.42,
              50.81
            ],
            [
              -109.34,
              50.81
            ],
            [
              -109.33,
              50.82
            ],
            [
              -109.3,
              50.82
            ],
            [
              -109.29,
              50.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1353,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "8b7c4f72798e7c79cc193731ff2e721d9956922024f802fc66368733b5ce0475",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1353,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a8e35a46a12ce23461cb111a83072e035f2d011a423eaa83f06f3e1e70d5848"
      },
      "receipt_sha256": "7a8e35a46a12ce23461cb111a83072e035f2d011a423eaa83f06f3e1e70d5848"
    },
    {
      "storm_id": "912809",
      "lat": 50.5808,
      "lon": -110.2108,
      "motion_east": 4.3,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 88.0,
      "ebshear": 28.0,
      "srh01": 94.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.6224
        },
        {
          "name": "alignment",
          "value": 1.986
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.13
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2546694278717041,
        "torsion": 0.0,
        "alignment": 1.9859580993652344,
        "S_field": 0.15926727652549744,
        "Gamma_field": 0.23388631641864777,
        "S_over_Gamma": 0.6809602379798889,
        "Da": 14.006601333618164,
        "E_coh": 0.32324686646461487,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.29,
              50.63
            ],
            [
              -110.15,
              50.62
            ],
            [
              -110.14,
              50.61
            ],
            [
              -110.14,
              50.58
            ],
            [
              -110.13,
              50.56
            ],
            [
              -110.16,
              50.54
            ],
            [
              -110.18,
              50.54
            ],
            [
              -110.19,
              50.55
            ],
            [
              -110.23,
              50.55
            ],
            [
              -110.24,
              50.56
            ],
            [
              -110.3,
              50.56
            ],
            [
              -110.3,
              50.62
            ],
            [
              -110.29,
              50.63
            ]
          ]
        ]
      },
      "raw_probability": 0.13,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "264d49edc10c5eead6e164a37ade9a9472592bf02e0616c124c696ec98dca3fe",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.13,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2dfa095caf267f7c83ed46ba933a2c936442341699f0a4ed9a71fadd554b61d4"
      },
      "receipt_sha256": "2dfa095caf267f7c83ed46ba933a2c936442341699f0a4ed9a71fadd554b61d4"
    },
    {
      "storm_id": "912806",
      "lat": 46.35,
      "lon": -71.3491,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 948.0,
      "ebshear": 65.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9974
        },
        {
          "name": "alignment",
          "value": 2.113
        },
        {
          "name": "tau",
          "value": 1.5161
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1297
      },
      "coherence_score": 1.516145944595337,
      "coherence_diagnostics": {
        "tau": 1.516145944595337,
        "grad_tau": 0.20527510344982147,
        "torsion": 0.0,
        "alignment": 2.113041877746582,
        "S_field": 0.7745095491409302,
        "Gamma_field": 0.23138630390167236,
        "S_over_Gamma": 3.347257614135742,
        "Da": 12.157426834106445,
        "E_coh": 0.6582236289978027,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.36,
              46.39
            ],
            [
              -71.32,
              46.39
            ],
            [
              -71.29,
              46.37
            ],
            [
              -71.29,
              46.32
            ],
            [
              -71.31,
              46.3
            ],
            [
              -71.35,
              46.29
            ],
            [
              -71.4,
              46.32
            ],
            [
              -71.39,
              46.34
            ],
            [
              -71.39,
              46.37
            ],
            [
              -71.38,
              46.37
            ],
            [
              -71.36,
              46.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1297,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "56f40b2de33368f91b6fa7eac0e4777722f9b7bca161f830e8145fc58ac14a21",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1297,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4f97976f81387ff81587a787ff939de64952a2b5797201b219953330668bf2c2"
      },
      "receipt_sha256": "4f97976f81387ff81587a787ff939de64952a2b5797201b219953330668bf2c2"
    },
    {
      "storm_id": "912805",
      "lat": 46.71,
      "lon": -74.0256,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 252.0,
      "ebshear": 37.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7474
        },
        {
          "name": "alignment",
          "value": 9.2383
        },
        {
          "name": "tau",
          "value": 1.1987
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1283
      },
      "coherence_score": 1.1986815929412842,
      "coherence_diagnostics": {
        "tau": 1.1986815929412842,
        "grad_tau": 0.2329590916633606,
        "torsion": 0.0,
        "alignment": 9.238256454467773,
        "S_field": 0.3880942761898041,
        "Gamma_field": 0.1747196465730667,
        "S_over_Gamma": 2.2212400436401367,
        "Da": 9.250123023986816,
        "E_coh": 0.3535492420196533,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.04,
              46.74
            ],
            [
              -73.98,
              46.74
            ],
            [
              -73.98,
              46.71
            ],
            [
              -74.01,
              46.67
            ],
            [
              -74.04,
              46.67
            ],
            [
              -74.04,
              46.69
            ],
            [
              -74.05,
              46.7
            ],
            [
              -74.05,
              46.73
            ],
            [
              -74.04,
              46.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1283,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "0263dfbc9a54f7c7d5765313a9e0f680211fae3991883c732f2d97cca15d0284",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1283,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fd7cc67886e5355defcfbff4e17b19daf4df636a0031415e2195a5557ed8fc98"
      },
      "receipt_sha256": "fd7cc67886e5355defcfbff4e17b19daf4df636a0031415e2195a5557ed8fc98"
    },
    {
      "storm_id": "912802",
      "lat": 48.484,
      "lon": -106.188,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 324.0,
      "ebshear": 52.0,
      "srh01": 88.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9974
        },
        {
          "name": "alignment",
          "value": -2.4262
        },
        {
          "name": "tau",
          "value": 0.338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1262
      },
      "coherence_score": 0.33798739314079285,
      "coherence_diagnostics": {
        "tau": 0.33798739314079285,
        "grad_tau": 0.2978481948375702,
        "torsion": 0.0,
        "alignment": -2.42622709274292,
        "S_field": 0.1545368731021881,
        "Gamma_field": 0.1813863068819046,
        "S_over_Gamma": 0.8519765138626099,
        "Da": 11.947915077209473,
        "E_coh": 0.34126707911491394,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.2,
              48.52
            ],
            [
              -106.16,
              48.52
            ],
            [
              -106.15,
              48.51
            ],
            [
              -106.15,
              48.48
            ],
            [
              -106.17,
              48.45
            ],
            [
              -106.2,
              48.45
            ],
            [
              -106.21,
              48.44
            ],
            [
              -106.22,
              48.45
            ],
            [
              -106.22,
              48.5
            ],
            [
              -106.2,
              48.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1262,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "2b5c62cc7204e3fec92e7ccc94e8e9a3eb93ce3e442d0373610309b494019237",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1262,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ec6164920b4850e69f770cb3072808a86a40ed5ff4007933bf0d40a1f43881"
      },
      "receipt_sha256": "b7ec6164920b4850e69f770cb3072808a86a40ed5ff4007933bf0d40a1f43881"
    },
    {
      "storm_id": "912680",
      "lat": 49.0613,
      "lon": -104.0938,
      "motion_east": 4.1,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 941.0,
      "ebshear": 29.0,
      "srh01": 132.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3724
        },
        {
          "name": "alignment",
          "value": 0.361
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1253
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35882171988487244,
        "torsion": 0.0,
        "alignment": 0.3609580993652344,
        "S_field": 0.1913304328918457,
        "Gamma_field": 0.18555296957492828,
        "S_over_Gamma": 1.0311365127563477,
        "Da": 11.911837577819824,
        "E_coh": 0.5563145875930786,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.06,
              49.14
            ],
            [
              -104.03,
              49.14
            ],
            [
              -104.02,
              49.13
            ],
            [
              -104.02,
              49.08
            ],
            [
              -104.04,
              49.06
            ],
            [
              -104.06,
              49.02
            ],
            [
              -104.09,
              48.99
            ],
            [
              -104.1,
              48.99
            ],
            [
              -104.12,
              48.97
            ],
            [
              -104.16,
              48.97
            ],
            [
              -104.18,
              48.99
            ],
            [
              -104.18,
              49.05
            ],
            [
              -104.17,
              49.07
            ],
            [
              -104.12,
              49.12
            ],
            [
              -104.09,
              49.12
            ],
            [
              -104.06,
              49.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1253,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "dd2abcdf2433abf0308e6ebe5be43b50828c9e8a913fddffa3d45fa7770ee75a",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1253,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0bfe0812b330ebf7d3d3780efc899d6d55e26589aca66d3878f48c01d744d5a"
      },
      "receipt_sha256": "a0bfe0812b330ebf7d3d3780efc899d6d55e26589aca66d3878f48c01d744d5a"
    },
    {
      "storm_id": "912689",
      "lat": 50.846,
      "lon": -109.132,
      "motion_east": 4.5,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 128.0,
      "ebshear": 29.0,
      "srh01": 81.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.1224
        },
        {
          "name": "alignment",
          "value": 1.861
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1224
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2719961106777191,
        "torsion": 0.0,
        "alignment": 1.8609580993652344,
        "S_field": 0.16569538414478302,
        "Gamma_field": 0.22721965610980988,
        "S_over_Gamma": 0.7292299866676331,
        "Da": 13.518653869628906,
        "E_coh": 0.33597156405448914,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.16,
              50.87
            ],
            [
              -109.09,
              50.87
            ],
            [
              -109.09,
              50.81
            ],
            [
              -109.16,
              50.81
            ],
            [
              -109.16,
              50.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1224,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "34b0d4089b72008f24f733850985d67d1f2a07a9ad944186f91e5376d2c83939",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1224,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c43141d25fcbd2db95c5cf23b5132d46b39eca374e228e0f7dde6d0889927417"
      },
      "receipt_sha256": "c43141d25fcbd2db95c5cf23b5132d46b39eca374e228e0f7dde6d0889927417"
    },
    {
      "storm_id": "912792",
      "lat": 47.7223,
      "lon": -106.5762,
      "motion_east": 3.4,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1175.0,
      "ebshear": 51.0,
      "srh01": 165.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6224
        },
        {
          "name": "alignment",
          "value": -2.8183
        },
        {
          "name": "tau",
          "value": 0.5291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1217
      },
      "coherence_score": 0.5291064977645874,
      "coherence_diagnostics": {
        "tau": 0.5291064977645874,
        "grad_tau": 0.18099814653396606,
        "torsion": 0.0,
        "alignment": -2.8183276653289795,
        "S_field": 0.16087985038757324,
        "Gamma_field": 0.20305298268795013,
        "S_over_Gamma": 0.7923048138618469,
        "Da": 13.123373031616211,
        "E_coh": 0.33182933926582336,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.57,
              47.78
            ],
            [
              -106.55,
              47.76
            ],
            [
              -106.54,
              47.74
            ],
            [
              -106.55,
              47.73
            ],
            [
              -106.54,
              47.72
            ],
            [
              -106.55,
              47.71
            ],
            [
              -106.55,
              47.69
            ],
            [
              -106.59,
              47.67
            ],
            [
              -106.61,
              47.67
            ],
            [
              -106.63,
              47.68
            ],
            [
              -106.62,
              47.7
            ],
            [
              -106.62,
              47.76
            ],
            [
              -106.57,
              47.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1217,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "ab529170b14f6bb63b91936937bb2b4e51e06953a02850e4a9b2edfd388e9432",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1217,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34c0cbcbd99d45601e29a5e4b4f47ecfcf0ac3c4696ca3ff90081fe7029eeddb"
      },
      "receipt_sha256": "34c0cbcbd99d45601e29a5e4b4f47ecfcf0ac3c4696ca3ff90081fe7029eeddb"
    },
    {
      "storm_id": "912651",
      "lat": 50.4314,
      "lon": -110.7169,
      "motion_east": 4.7,
      "motion_south": -5.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 111.0,
      "ebshear": 20.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.6224
        },
        {
          "name": "alignment",
          "value": 1.986
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1177
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2546694278717041,
        "torsion": 0.0,
        "alignment": 1.9859580993652344,
        "S_field": 0.15926727652549744,
        "Gamma_field": 0.23388631641864777,
        "S_over_Gamma": 0.6809602379798889,
        "Da": 14.006601333618164,
        "E_coh": 0.32324686646461487,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.41,
              50.59
            ],
            [
              -110.39,
              50.59
            ],
            [
              -110.38,
              50.58
            ],
            [
              -110.38,
              50.53
            ],
            [
              -110.39,
              50.51
            ],
            [
              -110.44,
              50.46
            ],
            [
              -110.47,
              50.46
            ],
            [
              -110.5,
              50.43
            ],
            [
              -110.53,
              50.43
            ],
            [
              -110.57,
              50.41
            ],
            [
              -110.67,
              50.4
            ],
            [
              -110.71,
              50.38
            ],
            [
              -110.77,
              50.32
            ],
            [
              -110.82,
              50.31
            ],
            [
              -110.83,
              50.29
            ],
            [
              -110.87,
              50.28
            ],
            [
              -110.89,
              50.26
            ],
            [
              -110.94,
              50.26
            ],
            [
              -110.95,
              50.27
            ],
            [
              -110.96,
              50.29
            ],
            [
              -110.95,
              50.35
            ],
            [
              -110.98,
              50.37
            ],
            [
              -111.03,
              50.36
            ],
            [
              -111.04,
              50.34
            ],
            [
              -111.08,
              50.34
            ],
            [
              -111.1,
              50.36
            ],
            [
              -111.1,
              50.41
            ],
            [
              -111.03,
              50.41
            ],
            [
              -111.0,
              50.45
            ],
            [
              -110.86,
              50.45
            ],
            [
              -110.85,
              50.46
            ],
            [
              -110.74,
              50.46
            ],
            [
              -110.71,
              50.52
            ],
            [
              -110.69,
              50.54
            ],
            [
              -110.66,
              50.54
            ],
            [
              -110.6,
              50.5
            ],
            [
              -110.52,
              50.5
            ],
            [
              -110.51,
              50.51
            ],
            [
              -110.48,
              50.51
            ],
            [
              -110.46,
              50.53
            ],
            [
              -110.44,
              50.57
            ],
            [
              -110.41,
              50.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1177,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "bd946683f29539864a2df5c5d95ea574bec0c37eced392395a7c874e7f5a73ba",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1177,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "026021e5a8eff27a0e8d5d380f5c48e20f04f3cc70301abad4f738544dc96cc7"
      },
      "receipt_sha256": "026021e5a8eff27a0e8d5d380f5c48e20f04f3cc70301abad4f738544dc96cc7"
    },
    {
      "storm_id": "912053",
      "lat": 29.5639,
      "lon": -100.3532,
      "motion_east": -2.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 869.0,
      "ebshear": 36.0,
      "srh01": 137.0,
      "maxllaz": 0.009,
      "mesh": 0.14,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6224
        },
        {
          "name": "alignment",
          "value": -3.6369
        },
        {
          "name": "tau",
          "value": 0.6755
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1161
      },
      "coherence_score": 0.6754880547523499,
      "coherence_diagnostics": {
        "tau": 0.6754880547523499,
        "grad_tau": 0.1334872841835022,
        "torsion": 0.0,
        "alignment": -3.6369309425354004,
        "S_field": 0.11650008708238602,
        "Gamma_field": 0.18055297434329987,
        "S_over_Gamma": 0.6452404856681824,
        "Da": 11.208189964294434,
        "E_coh": 0.38549450039863586,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.43,
              29.67
            ],
            [
              -100.39,
              29.67
            ],
            [
              -100.36,
              29.64
            ],
            [
              -100.36,
              29.62
            ],
            [
              -100.35,
              29.61
            ],
            [
              -100.33,
              29.61
            ],
            [
              -100.3,
              29.64
            ],
            [
              -100.12,
              29.65
            ],
            [
              -100.07,
              29.61
            ],
            [
              -100.07,
              29.56
            ],
            [
              -100.11,
              29.51
            ],
            [
              -100.21,
              29.51
            ],
            [
              -100.24,
              29.49
            ],
            [
              -100.26,
              29.49
            ],
            [
              -100.3,
              29.47
            ],
            [
              -100.32,
              29.48
            ],
            [
              -100.35,
              29.48
            ],
            [
              -100.38,
              29.5
            ],
            [
              -100.41,
              29.5
            ],
            [
              -100.45,
              29.47
            ],
            [
              -100.46,
              29.47
            ],
            [
              -100.47,
              29.48
            ],
            [
              -100.47,
              29.52
            ],
            [
              -100.44,
              29.55
            ],
            [
              -100.44,
              29.56
            ],
            [
              -100.47,
              29.59
            ],
            [
              -100.49,
              29.58
            ],
            [
              -100.5,
              29.59
            ],
            [
              -100.5,
              29.65
            ],
            [
              -100.47,
              29.64
            ],
            [
              -100.43,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1161,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "91a745b3215e045e90fc8f25033517700819fe8c0a8ad1d190140a6d2d20a53b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1161,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7006a4dc63c2e436dbc86e59ea04d6020c79226b402e3da5fb3d04a47c040daa"
      },
      "receipt_sha256": "7006a4dc63c2e436dbc86e59ea04d6020c79226b402e3da5fb3d04a47c040daa"
    },
    {
      "storm_id": "912735",
      "lat": 48.5288,
      "lon": -98.9175,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 336.0,
      "ebshear": 28.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1224
        },
        {
          "name": "alignment",
          "value": -0.6476
        },
        {
          "name": "tau",
          "value": 0.4264
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1127
      },
      "coherence_score": 0.4263618588447571,
      "coherence_diagnostics": {
        "tau": 0.4263618588447571,
        "grad_tau": 0.32420480251312256,
        "torsion": 0.0,
        "alignment": -0.6476309895515442,
        "S_field": 0.3478155732154846,
        "Gamma_field": 0.1722196489572525,
        "S_over_Gamma": 2.019604444503784,
        "Da": 10.636375427246094,
        "E_coh": 0.44152185320854187,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.94,
              48.56
            ],
            [
              -98.88,
              48.56
            ],
            [
              -98.88,
              48.51
            ],
            [
              -98.89,
              48.49
            ],
            [
              -98.91,
              48.49
            ],
            [
              -98.95,
              48.51
            ],
            [
              -98.95,
              48.55
            ],
            [
              -98.94,
              48.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1127,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "61f71b2dfeab915b69c4f6c5ae95c79d917e29161a910209a363d2ed1dd86281",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1127,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b17b95e544e2c2e26b448515c28554023b0c6b1f1f33c009f3da47574d20bf3"
      },
      "receipt_sha256": "8b17b95e544e2c2e26b448515c28554023b0c6b1f1f33c009f3da47574d20bf3"
    },
    {
      "storm_id": "912734",
      "lat": 48.9387,
      "lon": -105.7007,
      "motion_east": 7.2,
      "motion_south": -8.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 348.0,
      "ebshear": 30.0,
      "srh01": 65.0,
      "maxllaz": 0.006,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7474
        },
        {
          "name": "alignment",
          "value": -3.5765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1118
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.33798739314079285,
        "torsion": 0.0,
        "alignment": -3.5765419006347656,
        "S_field": 0.15778860449790955,
        "Gamma_field": 0.8497196435928345,
        "S_over_Gamma": 0.18569490313529968,
        "Da": 54.944480895996094,
        "E_coh": 0.1106267049908638,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.65,
              49.0
            ],
            [
              -105.59,
              49.0
            ],
            [
              -105.6,
              48.98
            ],
            [
              -105.6,
              48.95
            ],
            [
              -105.62,
              48.93
            ],
            [
              -105.69,
              48.89
            ],
            [
              -105.71,
              48.89
            ],
            [
              -105.75,
              48.87
            ],
            [
              -105.81,
              48.87
            ],
            [
              -105.82,
              48.88
            ],
            [
              -105.82,
              48.92
            ],
            [
              -105.8,
              48.94
            ],
            [
              -105.72,
              48.98
            ],
            [
              -105.68,
              48.98
            ],
            [
              -105.65,
              49.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1118,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "e9ac4b2f5440a3c303f74f75b06b05eeb8fef66f79fc0ef4b85a20d6d6b9ba14",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1118,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8252cab401ac416637283b4c5742cc9bc990eadb31c2c61a67f961a421d6493"
      },
      "receipt_sha256": "f8252cab401ac416637283b4c5742cc9bc990eadb31c2c61a67f961a421d6493"
    },
    {
      "storm_id": "912577",
      "lat": 48.7073,
      "lon": -99.5145,
      "motion_east": 4.1,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 452.0,
      "ebshear": 32.0,
      "srh01": 42.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1224
        },
        {
          "name": "alignment",
          "value": -0.6476
        },
        {
          "name": "tau",
          "value": 0.4264
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1108
      },
      "coherence_score": 0.4263618588447571,
      "coherence_diagnostics": {
        "tau": 0.4263618588447571,
        "grad_tau": 0.32420480251312256,
        "torsion": 0.0,
        "alignment": -0.6476309895515442,
        "S_field": 0.3478155732154846,
        "Gamma_field": 0.1722196489572525,
        "S_over_Gamma": 2.019604444503784,
        "Da": 10.636375427246094,
        "E_coh": 0.44152185320854187,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.54,
              48.75
            ],
            [
              -99.47,
              48.74
            ],
            [
              -99.46,
              48.73
            ],
            [
              -99.46,
              48.68
            ],
            [
              -99.47,
              48.67
            ],
            [
              -99.52,
              48.67
            ],
            [
              -99.53,
              48.68
            ],
            [
              -99.55,
              48.68
            ],
            [
              -99.56,
              48.69
            ],
            [
              -99.56,
              48.74
            ],
            [
              -99.54,
              48.75
            ]
          ]
        ]
      },
      "raw_probability": 0.1108,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "88f207717bff2ee5f3de46092cab4e2246a6e4b3380cc1fa50d81de40cbf7af9",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1108,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a428a7b811240cc56460ab0adfea4cbe0b5080ea04697a228dd3af2719dc5d"
      },
      "receipt_sha256": "28a428a7b811240cc56460ab0adfea4cbe0b5080ea04697a228dd3af2719dc5d"
    },
    {
      "storm_id": "912653",
      "lat": 48.5889,
      "lon": -99.09,
      "motion_east": 2.9,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 331.0,
      "ebshear": 35.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1224
        },
        {
          "name": "alignment",
          "value": -0.6476
        },
        {
          "name": "tau",
          "value": 0.4264
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1108
      },
      "coherence_score": 0.4263618588447571,
      "coherence_diagnostics": {
        "tau": 0.4263618588447571,
        "grad_tau": 0.32420480251312256,
        "torsion": 0.0,
        "alignment": -0.6476309895515442,
        "S_field": 0.3478155732154846,
        "Gamma_field": 0.1722196489572525,
        "S_over_Gamma": 2.019604444503784,
        "Da": 10.636375427246094,
        "E_coh": 0.44152185320854187,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.12,
              48.62
            ],
            [
              -99.06,
              48.62
            ],
            [
              -99.04,
              48.61
            ],
            [
              -99.04,
              48.56
            ],
            [
              -99.05,
              48.55
            ],
            [
              -99.12,
              48.55
            ],
            [
              -99.13,
              48.56
            ],
            [
              -99.13,
              48.61
            ],
            [
              -99.12,
              48.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1108,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "88f207717bff2ee5f3de46092cab4e2246a6e4b3380cc1fa50d81de40cbf7af9",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1108,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a428a7b811240cc56460ab0adfea4cbe0b5080ea04697a228dd3af2719dc5d"
      },
      "receipt_sha256": "28a428a7b811240cc56460ab0adfea4cbe0b5080ea04697a228dd3af2719dc5d"
    },
    {
      "storm_id": "912800",
      "lat": 49.0841,
      "lon": -104.3637,
      "motion_east": 4.9,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 238.0,
      "ebshear": 33.0,
      "srh01": 117.0,
      "maxllaz": 0.009,
      "mesh": 0.29,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6224
        },
        {
          "name": "alignment",
          "value": -0.3265
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1093
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3671116232872009,
        "torsion": 0.0,
        "alignment": -0.3265419006347656,
        "S_field": 0.19097469747066498,
        "Gamma_field": 0.17721964418888092,
        "S_over_Gamma": 1.0776158571243286,
        "Da": 11.607449531555176,
        "E_coh": 0.4134140610694885,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.51,
              49.23
            ],
            [
              -104.48,
              49.23
            ],
            [
              -104.43,
              49.2
            ],
            [
              -104.36,
              49.2
            ],
            [
              -104.32,
              49.22
            ],
            [
              -104.28,
              49.22
            ],
            [
              -104.27,
              49.21
            ],
            [
              -104.28,
              49.15
            ],
            [
              -104.32,
              49.11
            ],
            [
              -104.32,
              49.09
            ],
            [
              -104.33,
              49.08
            ],
            [
              -104.31,
              49.06
            ],
            [
              -104.29,
              49.07
            ],
            [
              -104.25,
              49.07
            ],
            [
              -104.24,
              49.06
            ],
            [
              -104.24,
              49.02
            ],
            [
              -104.29,
              48.97
            ],
            [
              -104.29,
              48.96
            ],
            [
              -104.32,
              48.92
            ],
            [
              -104.34,
              48.91
            ],
            [
              -104.38,
              48.91
            ],
            [
              -104.4,
              48.93
            ],
            [
              -104.4,
              48.97
            ],
            [
              -104.39,
              48.98
            ],
            [
              -104.39,
              49.0
            ],
            [
              -104.37,
              49.04
            ],
            [
              -104.39,
              49.06
            ],
            [
              -104.43,
              49.08
            ],
            [
              -104.45,
              49.12
            ],
            [
              -104.53,
              49.18
            ],
            [
              -104.53,
              49.21
            ],
            [
              -104.51,
              49.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1093,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "32178e011fb61be6638fc93281252b7ab8ee558f2e55dc9b1f89c568427edac8",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1093,
        "probability": 0.002149,
        "confidence_lo": 0.002118,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2631cb075694680da6db7ce40009b8d4200549e0193ea397624b71c2af75e664"
      },
      "receipt_sha256": "2631cb075694680da6db7ce40009b8d4200549e0193ea397624b71c2af75e664"
    },
    {
      "storm_id": "912807",
      "lat": 46.3146,
      "lon": -71.6962,
      "motion_east": -2.0,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 991.0,
      "ebshear": 66.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3724
        },
        {
          "name": "alignment",
          "value": 3.8413
        },
        {
          "name": "tau",
          "value": 1.5797
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1082
      },
      "coherence_score": 1.5797398090362549,
      "coherence_diagnostics": {
        "tau": 1.5797398090362549,
        "grad_tau": 0.2164773941040039,
        "torsion": 0.0,
        "alignment": 3.8412933349609375,
        "S_field": 1.0142475366592407,
        "Gamma_field": 0.23388631641864777,
        "S_over_Gamma": 4.336497783660889,
        "Da": 12.579967498779297,
        "E_coh": 0.7770131230354309,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.65,
              46.38
            ],
            [
              -71.61,
              46.38
            ],
            [
              -71.6,
              46.37
            ],
            [
              -71.58,
              46.37
            ],
            [
              -71.58,
              46.36
            ],
            [
              -71.6,
              46.34
            ],
            [
              -71.6,
              46.32
            ],
            [
              -71.62,
              46.3
            ],
            [
              -71.67,
              46.3
            ],
            [
              -71.68,
              46.29
            ],
            [
              -71.7,
              46.29
            ],
            [
              -71.71,
              46.28
            ],
            [
              -71.71,
              46.25
            ],
            [
              -71.72,
              46.24
            ],
            [
              -71.77,
              46.24
            ],
            [
              -71.78,
              46.23
            ],
            [
              -71.82,
              46.25
            ],
            [
              -71.83,
              46.27
            ],
            [
              -71.83,
              46.3
            ],
            [
              -71.81,
              46.34
            ],
            [
              -71.76,
              46.34
            ],
            [
              -71.75,
              46.33
            ],
            [
              -71.71,
              46.32
            ],
            [
              -71.68,
              46.35
            ],
            [
              -71.68,
              46.36
            ],
            [
              -71.65,
              46.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1082,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "69d3c01ee1407b1decba98d55fd89869711e1f3df7398bcfe9c5d654f4e3fc20",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1082,
        "probability": 0.002148,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "870525d42e38df357f0830613b066192452aea8afe4b20ec1f2c8f9bc87a6b05"
      },
      "receipt_sha256": "870525d42e38df357f0830613b066192452aea8afe4b20ec1f2c8f9bc87a6b05"
    },
    {
      "storm_id": "912747",
      "lat": 48.9121,
      "lon": -102.3529,
      "motion_east": 3.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1526.0,
      "ebshear": 47.0,
      "srh01": 83.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7474
        },
        {
          "name": "alignment",
          "value": -1.7015
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1074
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3361724615097046,
        "torsion": 0.0,
        "alignment": -1.7015419006347656,
        "S_field": 0.29074376821517944,
        "Gamma_field": 0.6680530309677124,
        "S_over_Gamma": 0.43521061539649963,
        "Da": 43.38591003417969,
        "E_coh": 0.04053637757897377,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.33,
              48.96
            ],
            [
              -102.25,
              48.96
            ],
            [
              -102.24,
              48.95
            ],
            [
              -102.24,
              48.91
            ],
            [
              -102.26,
              48.89
            ],
            [
              -102.33,
              48.88
            ],
            [
              -102.41,
              48.84
            ],
            [
              -102.45,
              48.85
            ],
            [
              -102.46,
              48.87
            ],
            [
              -102.46,
              48.9
            ],
            [
              -102.45,
              48.91
            ],
            [
              -102.39,
              48.94
            ],
            [
              -102.34,
              48.95
            ],
            [
              -102.33,
              48.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1074,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "988cfd8c1776a6170de238bfc09be97dd9cfa0145de952a6271015f525636b83",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1074,
        "probability": 0.002148,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.002149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3016434fffbdc4abebdad21f8531fd6337f522b643edc18162e0b60135364678"
      },
      "receipt_sha256": "3016434fffbdc4abebdad21f8531fd6337f522b643edc18162e0b60135364678"
    },
    {
      "storm_id": "912663",
      "lat": 48.1433,
      "lon": -106.5689,
      "motion_east": 3.6,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 260.0,
      "ebshear": 42.0,
      "srh01": 106.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7474
        },
        {
          "name": "alignment",
          "value": -4.387
        },
        {
          "name": "tau",
          "value": 0.3009
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.105
      },
      "coherence_score": 0.30092746019363403,
      "coherence_diagnostics": {
        "tau": 0.30092746019363403,
        "grad_tau": 0.26550647616386414,
        "torsion": 0.0,
        "alignment": -4.387017250061035,
        "S_field": 0.1099463403224945,
        "Gamma_field": 0.22471964359283447,
        "S_over_Gamma": 0.4892600476741791,
        "Da": 14.484597206115723,
        "E_coh": 0.4467686414718628,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.58,
              48.17
            ],
            [
              -106.55,
              48.17
            ],
            [
              -106.54,
              48.16
            ],
            [
              -106.54,
              48.12
            ],
            [
              -106.55,
              48.11
            ],
            [
              -106.58,
              48.11
            ],
            [
              -106.6,
              48.13
            ],
            [
              -106.6,
              48.15
            ],
            [
              -106.58,
              48.17
            ]
          ]
        ]
      },
      "raw_probability": 0.105,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "4e17b75eb0eb6fe87f0f84c6fabb647cb1d10741ddaad5d12627a92308e0b500",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.105,
        "probability": 0.001768,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.001768,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7bbf618977efa1bf239ba0a9bc29b113baae6551c6512a5edc85919fd4507df"
      },
      "receipt_sha256": "c7bbf618977efa1bf239ba0a9bc29b113baae6551c6512a5edc85919fd4507df"
    },
    {
      "storm_id": "912366",
      "lat": 36.7443,
      "lon": -93.5,
      "motion_east": -3.0,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1303.0,
      "ebshear": 23.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6224
        },
        {
          "name": "alignment",
          "value": -1.7965
        },
        {
          "name": "tau",
          "value": 0.6122
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1012
      },
      "coherence_score": 0.6121520400047302,
      "coherence_diagnostics": {
        "tau": 0.6121520400047302,
        "grad_tau": 0.0761968120932579,
        "torsion": 0.0,
        "alignment": -1.7965039014816284,
        "S_field": 0.05756760016083717,
        "Gamma_field": 0.2113863080739975,
        "S_over_Gamma": 0.27233362197875977,
        "Da": 12.628548622131348,
        "E_coh": 0.3667546212673187,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.53,
              36.82
            ],
            [
              -93.49,
              36.82
            ],
            [
              -93.47,
              36.81
            ],
            [
              -93.43,
              36.77
            ],
            [
              -93.42,
              36.75
            ],
            [
              -93.42,
              36.69
            ],
            [
              -93.44,
              36.67
            ],
            [
              -93.46,
              36.66
            ],
            [
              -93.51,
              36.66
            ],
            [
              -93.55,
              36.68
            ],
            [
              -93.59,
              36.73
            ],
            [
              -93.59,
              36.75
            ],
            [
              -93.57,
              36.79
            ],
            [
              -93.53,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1012,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "80e061298eaf441e179cf0d167d52eef4ae500d8d4d6daa5520dc62e80773df4",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.1012,
        "probability": 0.001768,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.001768,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2171aad9fa54d80e04997e333e82f8d3314e37fd9119218f75c1017829cdcd98"
      },
      "receipt_sha256": "2171aad9fa54d80e04997e333e82f8d3314e37fd9119218f75c1017829cdcd98"
    },
    {
      "storm_id": "912429",
      "lat": 30.069,
      "lon": -100.011,
      "motion_east": -1.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 876.0,
      "ebshear": 23.0,
      "srh01": 79.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7474
        },
        {
          "name": "alignment",
          "value": -4.7979
        },
        {
          "name": "tau",
          "value": 0.6854
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 0.6853899359703064,
      "coherence_diagnostics": {
        "tau": 0.6853899359703064,
        "grad_tau": 0.08992920070886612,
        "torsion": 0.0,
        "alignment": -4.79789400100708,
        "S_field": 0.11952855437994003,
        "Gamma_field": 0.15971964597702026,
        "S_over_Gamma": 0.7483647465705872,
        "Da": 9.559283256530762,
        "E_coh": 0.5175138115882874,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.03,
              30.12
            ],
            [
              -99.98,
              30.12
            ],
            [
              -99.96,
              30.08
            ],
            [
              -99.96,
              30.06
            ],
            [
              -99.98,
              30.02
            ],
            [
              -100.0,
              30.01
            ],
            [
              -100.04,
              30.01
            ],
            [
              -100.07,
              30.06
            ],
            [
              -100.06,
              30.09
            ],
            [
              -100.03,
              30.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0996,
        "probability": 0.001768,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.001768,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dad2e8135f02a6ce9802609b05cf4e909c5304a7db8d2d5c0ce8e7fae2cf1bc1"
      },
      "receipt_sha256": "dad2e8135f02a6ce9802609b05cf4e909c5304a7db8d2d5c0ce8e7fae2cf1bc1"
    },
    {
      "storm_id": "912774",
      "lat": 49.2011,
      "lon": -103.9011,
      "motion_east": 3.5,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0018,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 372.0,
      "ebshear": 36.0,
      "srh01": 75.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3724
        },
        {
          "name": "alignment",
          "value": 0.361
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0991
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35882171988487244,
        "torsion": 0.0,
        "alignment": 0.3609580993652344,
        "S_field": 0.1913304328918457,
        "Gamma_field": 0.18555296957492828,
        "S_over_Gamma": 1.0311365127563477,
        "Da": 11.911837577819824,
        "E_coh": 0.5563145875930786,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.91,
              49.23
            ],
            [
              -103.89,
              49.23
            ],
            [
              -103.87,
              49.21
            ],
            [
              -103.87,
              49.18
            ],
            [
              -103.88,
              49.17
            ],
            [
              -103.92,
              49.17
            ],
            [
              -103.93,
              49.18
            ],
            [
              -103.93,
              49.21
            ],
            [
              -103.91,
              49.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0991,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "98bdb1c255b8ae6afc1bb3d12854dd6a05ba3f6882a47e82472c104c698b5ca1",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0991,
        "probability": 0.001768,
        "confidence_lo": 0.001518,
        "confidence_hi": 0.001768,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bcf28e7f02e37630239a8ad4d5d98a16b4ecd1746c2225685f9d76b912f2486"
      },
      "receipt_sha256": "6bcf28e7f02e37630239a8ad4d5d98a16b4ecd1746c2225685f9d76b912f2486"
    },
    {
      "storm_id": "912810",
      "lat": 48.8911,
      "lon": -105.9122,
      "motion_east": 4.6,
      "motion_south": -5.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 189.0,
      "ebshear": 42.0,
      "srh01": 57.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7474
        },
        {
          "name": "alignment",
          "value": -3.5765
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0938
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.33798739314079285,
        "torsion": 0.0,
        "alignment": -3.5765419006347656,
        "S_field": 0.15778860449790955,
        "Gamma_field": 0.8497196435928345,
        "S_over_Gamma": 0.18569490313529968,
        "Da": 54.944480895996094,
        "E_coh": 0.1106267049908638,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.93,
              48.92
            ],
            [
              -105.89,
              48.92
            ],
            [
              -105.87,
              48.9
            ],
            [
              -105.87,
              48.87
            ],
            [
              -105.88,
              48.86
            ],
            [
              -105.94,
              48.86
            ],
            [
              -105.95,
              48.87
            ],
            [
              -105.95,
              48.9
            ],
            [
              -105.93,
              48.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0938,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "5ce373ece645c7ebdc134d4704befe6c9781434e4b2ba13634cf317a2538ef50",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0938,
        "probability": 0.001446,
        "confidence_lo": 0.001347,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68d21f1965da1ef84f02c68912c5a7c78bccce46d357a061e399449be9eaf96c"
      },
      "receipt_sha256": "68d21f1965da1ef84f02c68912c5a7c78bccce46d357a061e399449be9eaf96c"
    },
    {
      "storm_id": "912783",
      "lat": 46.098,
      "lon": -71.65,
      "motion_east": -1.0,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1551.0,
      "ebshear": 72.0,
      "srh01": 0.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3724
        },
        {
          "name": "alignment",
          "value": 3.8413
        },
        {
          "name": "tau",
          "value": 1.5797
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0936
      },
      "coherence_score": 1.5797398090362549,
      "coherence_diagnostics": {
        "tau": 1.5797398090362549,
        "grad_tau": 0.2164773941040039,
        "torsion": 0.0,
        "alignment": 3.8412933349609375,
        "S_field": 1.0142475366592407,
        "Gamma_field": 0.23388631641864777,
        "S_over_Gamma": 4.336497783660889,
        "Da": 12.579967498779297,
        "E_coh": 0.7770131230354309,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.69,
              46.13
            ],
            [
              -71.59,
              46.13
            ],
            [
              -71.59,
              46.05
            ],
            [
              -71.69,
              46.05
            ],
            [
              -71.69,
              46.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0936,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "ddfc855f269df37340e17dffb53c8147fc01d4a54bc46f7f597f04a94d27e0aa",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0936,
        "probability": 0.001446,
        "confidence_lo": 0.001347,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a7eb3c41c735edc8c7faed338ae8304726b648c0afe453a6c71c0b86acc74ed"
      },
      "receipt_sha256": "2a7eb3c41c735edc8c7faed338ae8304726b648c0afe453a6c71c0b86acc74ed"
    },
    {
      "storm_id": "912673",
      "lat": 48.6409,
      "lon": -106.3518,
      "motion_east": 3.4,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 186.0,
      "ebshear": 56.0,
      "srh01": 91.0,
      "maxllaz": 0.007,
      "mesh": 0.45,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7474
        },
        {
          "name": "alignment",
          "value": -4.387
        },
        {
          "name": "tau",
          "value": 0.3009
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0921
      },
      "coherence_score": 0.30092746019363403,
      "coherence_diagnostics": {
        "tau": 0.30092746019363403,
        "grad_tau": 0.26550647616386414,
        "torsion": 0.0,
        "alignment": -4.387017250061035,
        "S_field": 0.1099463403224945,
        "Gamma_field": 0.22471964359283447,
        "S_over_Gamma": 0.4892600476741791,
        "Da": 14.484597206115723,
        "E_coh": 0.4467686414718628,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.38,
              48.71
            ],
            [
              -106.34,
              48.71
            ],
            [
              -106.3,
              48.67
            ],
            [
              -106.3,
              48.63
            ],
            [
              -106.31,
              48.62
            ],
            [
              -106.31,
              48.6
            ],
            [
              -106.35,
              48.57
            ],
            [
              -106.38,
              48.57
            ],
            [
              -106.41,
              48.59
            ],
            [
              -106.41,
              48.67
            ],
            [
              -106.38,
              48.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0921,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "4c93fe36ac21abe96a152810c32ea8fc8cfe39de9765ae49043b6c3ab731e7e8",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0921,
        "probability": 0.001446,
        "confidence_lo": 0.001347,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fec63c7816717a4a2c92b0d4421237cc9300b294cc501114c69742e33eb23013"
      },
      "receipt_sha256": "fec63c7816717a4a2c92b0d4421237cc9300b294cc501114c69742e33eb23013"
    },
    {
      "storm_id": "912777",
      "lat": 49.0359,
      "lon": -100.8965,
      "motion_east": 2.7,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 327.0,
      "ebshear": 40.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8724
        },
        {
          "name": "alignment",
          "value": -8.389
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0881
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3633021116256714,
        "torsion": 0.0,
        "alignment": -8.389041900634766,
        "S_field": 0.2776138186454773,
        "Gamma_field": 0.17805297672748566,
        "S_over_Gamma": 1.5591641664505005,
        "Da": 11.278519630432129,
        "E_coh": 0.47185221314430237,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.98,
              49.08
            ],
            [
              -100.94,
              49.08
            ],
            [
              -100.93,
              49.07
            ],
            [
              -100.89,
              49.07
            ],
            [
              -100.88,
              49.06
            ],
            [
              -100.78,
              49.07
            ],
            [
              -100.76,
              49.05
            ],
            [
              -100.76,
              49.01
            ],
            [
              -100.79,
              48.98
            ],
            [
              -100.88,
              48.98
            ],
            [
              -100.89,
              48.99
            ],
            [
              -100.92,
              48.99
            ],
            [
              -100.93,
              49.0
            ],
            [
              -100.95,
              49.0
            ],
            [
              -100.99,
              49.03
            ],
            [
              -100.99,
              49.07
            ],
            [
              -100.98,
              49.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0881,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "07a346a581675274be5e575a7a13f5110b87c710ff27625a2d5e6be336ddf70b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0881,
        "probability": 0.001446,
        "confidence_lo": 0.001347,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7eabad54be439533ef9b8c92b37cbc1371bb62646f3e8ab96fd77c43aac7f103"
      },
      "receipt_sha256": "7eabad54be439533ef9b8c92b37cbc1371bb62646f3e8ab96fd77c43aac7f103"
    },
    {
      "storm_id": "912791",
      "lat": 48.4078,
      "lon": -98.6578,
      "motion_east": 3.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 224.0,
      "ebshear": 28.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2474
        },
        {
          "name": "alignment",
          "value": -1.1339
        },
        {
          "name": "tau",
          "value": 0.4003
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0859
      },
      "coherence_score": 0.4002671241760254,
      "coherence_diagnostics": {
        "tau": 0.4002671241760254,
        "grad_tau": 0.32887884974479675,
        "torsion": 0.0,
        "alignment": -1.1338510513305664,
        "S_field": 0.32366734743118286,
        "Gamma_field": 0.5338863134384155,
        "S_over_Gamma": 0.6062477231025696,
        "Da": 32.31306457519531,
        "E_coh": 0.021683305501937866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.67,
              48.44
            ],
            [
              -98.65,
              48.44
            ],
            [
              -98.63,
              48.42
            ],
            [
              -98.63,
              48.38
            ],
            [
              -98.64,
              48.37
            ],
            [
              -98.67,
              48.37
            ],
            [
              -98.68,
              48.38
            ],
            [
              -98.68,
              48.43
            ],
            [
              -98.67,
              48.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0859,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "b3413a6249c35cf8ac9bf1e9ddbe85c3da552931760f8c300c4aaa40551b0ede",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0859,
        "probability": 0.001446,
        "confidence_lo": 0.00134,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "565d8882c23d53574951270c4ae8044803b3d4f1556b1f0bf2be75a76ee7c3e2"
      },
      "receipt_sha256": "565d8882c23d53574951270c4ae8044803b3d4f1556b1f0bf2be75a76ee7c3e2"
    },
    {
      "storm_id": "912623",
      "lat": 48.2483,
      "lon": -98.3833,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 225.0,
      "ebshear": 33.0,
      "srh01": 92.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2474
        },
        {
          "name": "alignment",
          "value": -1.1339
        },
        {
          "name": "tau",
          "value": 0.4003
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0855
      },
      "coherence_score": 0.4002671241760254,
      "coherence_diagnostics": {
        "tau": 0.4002671241760254,
        "grad_tau": 0.32887884974479675,
        "torsion": 0.0,
        "alignment": -1.1338510513305664,
        "S_field": 0.32366734743118286,
        "Gamma_field": 0.5338863134384155,
        "S_over_Gamma": 0.6062477231025696,
        "Da": 32.31306457519531,
        "E_coh": 0.021683305501937866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.43,
              48.29
            ],
            [
              -98.36,
              48.29
            ],
            [
              -98.34,
              48.27
            ],
            [
              -98.35,
              48.26
            ],
            [
              -98.35,
              48.23
            ],
            [
              -98.34,
              48.22
            ],
            [
              -98.35,
              48.21
            ],
            [
              -98.36,
              48.22
            ],
            [
              -98.43,
              48.22
            ],
            [
              -98.44,
              48.23
            ],
            [
              -98.42,
              48.25
            ],
            [
              -98.43,
              48.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0855,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "1eb63bb204afedd736a71ba18f1aa0d1cbb7a057cfa00c88c13f518d7a6ec496",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0855,
        "probability": 0.001446,
        "confidence_lo": 0.00134,
        "confidence_hi": 0.001446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10f79a1ceac496ca20ac0219f6155b2c9da19ab78f09815dc99e04838398f4cb"
      },
      "receipt_sha256": "10f79a1ceac496ca20ac0219f6155b2c9da19ab78f09815dc99e04838398f4cb"
    },
    {
      "storm_id": "912798",
      "lat": 50.6991,
      "lon": -109.0136,
      "motion_east": 3.8,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 152.0,
      "ebshear": 30.0,
      "srh01": 89.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8724
        },
        {
          "name": "alignment",
          "value": 0.361
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.082
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2877255082130432,
        "torsion": 0.0,
        "alignment": 0.3609580993652344,
        "S_field": 0.16802023351192474,
        "Gamma_field": 0.2505529820919037,
        "S_over_Gamma": 0.6705976128578186,
        "Da": 15.23554515838623,
        "E_coh": 0.3105498254299164,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.04,
              50.73
            ],
            [
              -109.0,
              50.73
            ],
            [
              -108.99,
              50.72
            ],
            [
              -108.97,
              50.72
            ],
            [
              -108.97,
              50.67
            ],
            [
              -108.98,
              50.66
            ],
            [
              -109.02,
              50.66
            ],
            [
              -109.04,
              50.67
            ],
            [
              -109.05,
              50.68
            ],
            [
              -109.05,
              50.72
            ],
            [
              -109.04,
              50.73
            ]
          ]
        ]
      },
      "raw_probability": 0.082,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "52b6cecc0dcdaf7967fa0bad0faa3c4cd7902c256ae72e91cc2d36c6333965f5",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.082,
        "probability": 0.001429,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001429,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9bb9b5d78531c2f529ab5883182534c5061c3b21759e0444968396499bda8f8"
      },
      "receipt_sha256": "d9bb9b5d78531c2f529ab5883182534c5061c3b21759e0444968396499bda8f8"
    },
    {
      "storm_id": "912736",
      "lat": 36.4875,
      "lon": -93.4283,
      "motion_east": -1.0,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 913.0,
      "ebshear": 23.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8724
        },
        {
          "name": "alignment",
          "value": -3.8116
        },
        {
          "name": "tau",
          "value": 0.6595
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0807
      },
      "coherence_score": 0.6595377922058105,
      "coherence_diagnostics": {
        "tau": 0.6595377922058105,
        "grad_tau": 0.08506248146295547,
        "torsion": 0.0,
        "alignment": -3.8115878105163574,
        "S_field": 0.06674399971961975,
        "Gamma_field": 0.18721964955329895,
        "S_over_Gamma": 0.356501042842865,
        "Da": 11.076148986816406,
        "E_coh": 0.662945568561554,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.44,
              36.55
            ],
            [
              -93.41,
              36.55
            ],
            [
              -93.39,
              36.52
            ],
            [
              -93.39,
              36.5
            ],
            [
              -93.4,
              36.49
            ],
            [
              -93.4,
              36.44
            ],
            [
              -93.42,
              36.42
            ],
            [
              -93.46,
              36.42
            ],
            [
              -93.47,
              36.44
            ],
            [
              -93.46,
              36.46
            ],
            [
              -93.46,
              36.51
            ],
            [
              -93.44,
              36.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0807,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0807,
        "probability": 0.001291,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a89ae67031b442ce0ed6819159512c84935e27de721397c45902f9628179a07f"
      },
      "receipt_sha256": "a89ae67031b442ce0ed6819159512c84935e27de721397c45902f9628179a07f"
    },
    {
      "storm_id": "912691",
      "lat": 50.5775,
      "lon": -108.9,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 240.0,
      "ebshear": 34.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8724
        },
        {
          "name": "alignment",
          "value": 0.361
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0793
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2877255082130432,
        "torsion": 0.0,
        "alignment": 0.3609580993652344,
        "S_field": 0.16802023351192474,
        "Gamma_field": 0.2505529820919037,
        "S_over_Gamma": 0.6705976128578186,
        "Da": 15.23554515838623,
        "E_coh": 0.3105498254299164,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.95,
              50.61
            ],
            [
              -108.87,
              50.61
            ],
            [
              -108.86,
              50.6
            ],
            [
              -108.86,
              50.55
            ],
            [
              -108.87,
              50.54
            ],
            [
              -108.89,
              50.55
            ],
            [
              -108.95,
              50.55
            ],
            [
              -108.95,
              50.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0793,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "f95325e3b67648cdfec930f4b2ea59b7f78c2a8fbc3388454a501228bcc94dca",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0793,
        "probability": 0.001291,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "570a8ee965da5944beeffe3486cd8b01bf27b92517c24d02c8924afbd2fd388f"
      },
      "receipt_sha256": "570a8ee965da5944beeffe3486cd8b01bf27b92517c24d02c8924afbd2fd388f"
    },
    {
      "storm_id": "912011",
      "lat": 48.2262,
      "lon": -97.9458,
      "motion_east": 4.4,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 81.0,
      "ebshear": 27.0,
      "srh01": 75.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2474
        },
        {
          "name": "alignment",
          "value": -1.1339
        },
        {
          "name": "tau",
          "value": 0.4003
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 0.4002671241760254,
      "coherence_diagnostics": {
        "tau": 0.4002671241760254,
        "grad_tau": 0.32887884974479675,
        "torsion": 0.0,
        "alignment": -1.1338510513305664,
        "S_field": 0.32366734743118286,
        "Gamma_field": 0.5338863134384155,
        "S_over_Gamma": 0.6062477231025696,
        "Da": 32.31306457519531,
        "E_coh": 0.021683305501937866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.04,
              48.31
            ],
            [
              -97.99,
              48.31
            ],
            [
              -97.98,
              48.3
            ],
            [
              -97.96,
              48.3
            ],
            [
              -97.95,
              48.29
            ],
            [
              -97.96,
              48.27
            ],
            [
              -97.91,
              48.24
            ],
            [
              -97.88,
              48.24
            ],
            [
              -97.87,
              48.23
            ],
            [
              -97.82,
              48.23
            ],
            [
              -97.79,
              48.19
            ],
            [
              -97.82,
              48.15
            ],
            [
              -97.82,
              48.14
            ],
            [
              -97.86,
              48.13
            ],
            [
              -97.87,
              48.12
            ],
            [
              -97.88,
              48.13
            ],
            [
              -97.94,
              48.13
            ],
            [
              -97.98,
              48.16
            ],
            [
              -98.0,
              48.16
            ],
            [
              -98.0,
              48.21
            ],
            [
              -98.04,
              48.24
            ],
            [
              -98.06,
              48.24
            ],
            [
              -98.04,
              48.26
            ],
            [
              -98.04,
              48.29
            ],
            [
              -98.05,
              48.3
            ],
            [
              -98.04,
              48.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0785,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d7f3adf9babd1cdfd4330f49dba1a3d07d255eac12aa4a6a2ca397071d771f59"
      },
      "receipt_sha256": "d7f3adf9babd1cdfd4330f49dba1a3d07d255eac12aa4a6a2ca397071d771f59"
    },
    {
      "storm_id": "912794",
      "lat": 33.2416,
      "lon": -78.5224,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2695.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.8724
        },
        {
          "name": "alignment",
          "value": -2.6993
        },
        {
          "name": "tau",
          "value": 0.9112
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0771
      },
      "coherence_score": 0.9112005233764648,
      "coherence_diagnostics": {
        "tau": 0.9112005233764648,
        "grad_tau": 0.15810249745845795,
        "torsion": 0.0,
        "alignment": -2.699284315109253,
        "S_field": 0.05691371485590935,
        "Gamma_field": 0.5730530023574829,
        "S_over_Gamma": 0.09931667149066925,
        "Da": 34.76079559326172,
        "E_coh": 0.36374327540397644,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.56,
              33.28
            ],
            [
              -78.55,
              33.28
            ],
            [
              -78.54,
              33.28
            ],
            [
              -78.53,
              33.27
            ],
            [
              -78.52,
              33.27
            ],
            [
              -78.51,
              33.27
            ],
            [
              -78.5,
              33.27
            ],
            [
              -78.49,
              33.27
            ],
            [
              -78.48,
              33.28
            ],
            [
              -78.47,
              33.27
            ],
            [
              -78.47,
              33.26
            ],
            [
              -78.48,
              33.26
            ],
            [
              -78.49,
              33.27
            ],
            [
              -78.5,
              33.27
            ],
            [
              -78.51,
              33.27
            ],
            [
              -78.52,
              33.26
            ],
            [
              -78.52,
              33.25
            ],
            [
              -78.53,
              33.24
            ],
            [
              -78.53,
              33.23
            ],
            [
              -78.53,
              33.22
            ],
            [
              -78.52,
              33.21
            ],
            [
              -78.51,
              33.2
            ],
            [
              -78.51,
              33.19
            ],
            [
              -78.52,
              33.19
            ],
            [
              -78.53,
              33.18
            ],
            [
              -78.53,
              33.17
            ],
            [
              -78.53,
              33.18
            ],
            [
              -78.54,
              33.19
            ],
            [
              -78.55,
              33.2
            ],
            [
              -78.54,
              33.21
            ],
            [
              -78.54,
              33.22
            ],
            [
              -78.54,
              33.23
            ],
            [
              -78.54,
              33.24
            ],
            [
              -78.54,
              33.25
            ],
            [
              -78.55,
              33.26
            ],
            [
              -78.55,
              33.27
            ],
            [
              -78.56,
              33.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0771,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "0c77ca1b17eaf8ba5cc2a4b22c3b45144149816287ff3a035c285e96a693e245",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0771,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c98872145a43d791f44d532851a6c32c2cdd83521ae45ab40281a3e692c53542"
      },
      "receipt_sha256": "c98872145a43d791f44d532851a6c32c2cdd83521ae45ab40281a3e692c53542"
    },
    {
      "storm_id": "911518",
      "lat": 36.6782,
      "lon": -89.0812,
      "motion_east": -3.0,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1288.0,
      "ebshear": 19.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6224
        },
        {
          "name": "alignment",
          "value": 3.936
        },
        {
          "name": "tau",
          "value": 0.8792
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0764
      },
      "coherence_score": 0.8791874051094055,
      "coherence_diagnostics": {
        "tau": 0.8791874051094055,
        "grad_tau": 0.11824336647987366,
        "torsion": 0.0,
        "alignment": 3.9359569549560547,
        "S_field": 0.11767561733722687,
        "Gamma_field": 0.18971964716911316,
        "S_over_Gamma": 0.6202605962753296,
        "Da": 11.171306610107422,
        "E_coh": 0.35677674412727356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.14,
              36.76
            ],
            [
              -89.11,
              36.76
            ],
            [
              -89.09,
              36.75
            ],
            [
              -89.06,
              36.72
            ],
            [
              -89.05,
              36.69
            ],
            [
              -89.02,
              36.66
            ],
            [
              -89.0,
              36.66
            ],
            [
              -88.98,
              36.64
            ],
            [
              -88.98,
              36.61
            ],
            [
              -89.01,
              36.58
            ],
            [
              -89.09,
              36.58
            ],
            [
              -89.13,
              36.61
            ],
            [
              -89.14,
              36.63
            ],
            [
              -89.14,
              36.68
            ],
            [
              -89.15,
              36.69
            ],
            [
              -89.15,
              36.75
            ],
            [
              -89.14,
              36.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0764,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "69ff8a16e67001e9c3b879fb7e7f0105d2d9096c6b7bb233b7f67a6193597071",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0764,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c8fef4a5ca0157f45c2e09fab4a9a12b6f9fbc1ce06e5e2f00ef83199f6e861"
      },
      "receipt_sha256": "8c8fef4a5ca0157f45c2e09fab4a9a12b6f9fbc1ce06e5e2f00ef83199f6e861"
    },
    {
      "storm_id": "912768",
      "lat": 26.968,
      "lon": -80.5907,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1648.0,
      "ebshear": 20.0,
      "srh01": 4.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3724
        },
        {
          "name": "alignment",
          "value": 2.8024
        },
        {
          "name": "tau",
          "value": 2.001
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.076
      },
      "coherence_score": 2.0009958744049072,
      "coherence_diagnostics": {
        "tau": 2.0009958744049072,
        "grad_tau": 0.2707330286502838,
        "torsion": 0.0,
        "alignment": 2.802415370941162,
        "S_field": 1.3295918703079224,
        "Gamma_field": 0.32805299758911133,
        "S_over_Gamma": 4.052978992462158,
        "Da": 20.13692855834961,
        "E_coh": 0.9501121044158936,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.62,
              27.02
            ],
            [
              -80.61,
              27.01
            ],
            [
              -80.6,
              27.02
            ],
            [
              -80.54,
              27.02
            ],
            [
              -80.52,
              27.0
            ],
            [
              -80.52,
              26.97
            ],
            [
              -80.56,
              26.94
            ],
            [
              -80.59,
              26.95
            ],
            [
              -80.61,
              26.93
            ],
            [
              -80.61,
              26.92
            ],
            [
              -80.59,
              26.91
            ],
            [
              -80.61,
              26.9
            ],
            [
              -80.63,
              26.9
            ],
            [
              -80.63,
              27.01
            ],
            [
              -80.62,
              27.02
            ]
          ]
        ]
      },
      "raw_probability": 0.076,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "bf34d8852d5f215a1350c32ab889aabce813e0560e4d9d550494a01fa6089c2b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.076,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12edf4da17c4d12338183e3509ce005a7a23de746f77b103a24306a9d4497abd"
      },
      "receipt_sha256": "12edf4da17c4d12338183e3509ce005a7a23de746f77b103a24306a9d4497abd"
    },
    {
      "storm_id": "912790",
      "lat": 42.5733,
      "lon": -116.6111,
      "motion_east": 4.7,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 447.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.1224
        },
        {
          "name": "alignment",
          "value": 2.5593
        },
        {
          "name": "tau",
          "value": 0.5451
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.075
      },
      "coherence_score": 0.5450602173805237,
      "coherence_diagnostics": {
        "tau": 0.5450602173805237,
        "grad_tau": 0.13383834064006805,
        "torsion": 0.0,
        "alignment": 2.559319496154785,
        "S_field": 0.17821551859378815,
        "Gamma_field": 0.33805298805236816,
        "S_over_Gamma": 0.5271822214126587,
        "Da": 20.413949966430664,
        "E_coh": 0.334931880235672,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.62,
              42.61
            ],
            [
              -116.59,
              42.61
            ],
            [
              -116.57,
              42.59
            ],
            [
              -116.57,
              42.55
            ],
            [
              -116.59,
              42.53
            ],
            [
              -116.64,
              42.53
            ],
            [
              -116.65,
              42.54
            ],
            [
              -116.65,
              42.59
            ],
            [
              -116.62,
              42.61
            ]
          ]
        ]
      },
      "raw_probability": 0.075,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "383ae756c1931311a75aa10d54439b72e4136daf21fe339b257aecb480341c49",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.075,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "344373fd2c64563743947cbceb32f0535dcab3361d76c5638ae2c38966ae06ed"
      },
      "receipt_sha256": "344373fd2c64563743947cbceb32f0535dcab3361d76c5638ae2c38966ae06ed"
    },
    {
      "storm_id": "912758",
      "lat": 45.105,
      "lon": -119.561,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 192.0,
      "ebshear": 14.0,
      "srh01": 49.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3724
        },
        {
          "name": "alignment",
          "value": -0.843
        },
        {
          "name": "tau",
          "value": 0.86
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0736
      },
      "coherence_score": 0.8600242733955383,
      "coherence_diagnostics": {
        "tau": 0.8600242733955383,
        "grad_tau": 0.0363696850836277,
        "torsion": 0.0,
        "alignment": -0.8430095911026001,
        "S_field": 0.2184549868106842,
        "Gamma_field": 0.18971964716911316,
        "S_over_Gamma": 1.1514620780944824,
        "Da": 11.181051254272461,
        "E_coh": 0.7565967440605164,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.56,
              45.16
            ],
            [
              -119.51,
              45.16
            ],
            [
              -119.51,
              45.1
            ],
            [
              -119.53,
              45.08
            ],
            [
              -119.55,
              45.08
            ],
            [
              -119.57,
              45.06
            ],
            [
              -119.6,
              45.06
            ],
            [
              -119.61,
              45.07
            ],
            [
              -119.61,
              45.12
            ],
            [
              -119.56,
              45.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0736,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0736,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "464948299158c5ea4462630b2665385fbd2c4014bdb495b418911c8b2effef26"
      },
      "receipt_sha256": "464948299158c5ea4462630b2665385fbd2c4014bdb495b418911c8b2effef26"
    },
    {
      "storm_id": "912804",
      "lat": 47.71,
      "lon": -95.13,
      "motion_east": 9.5,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 232.0,
      "ebshear": 21.0,
      "srh01": 10.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9974
        },
        {
          "name": "alignment",
          "value": 3.625
        },
        {
          "name": "tau",
          "value": 0.7057
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0712
      },
      "coherence_score": 0.7057039737701416,
      "coherence_diagnostics": {
        "tau": 0.7057039737701416,
        "grad_tau": 0.1996138095855713,
        "torsion": 0.0,
        "alignment": 3.6250457763671875,
        "S_field": 0.2933187484741211,
        "Gamma_field": 0.18888631463050842,
        "S_over_Gamma": 1.5528851747512817,
        "Da": 11.186555862426758,
        "E_coh": 0.3600344657897949,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.15,
              47.76
            ],
            [
              -95.09,
              47.73
            ],
            [
              -95.08,
              47.69
            ],
            [
              -95.1,
              47.66
            ],
            [
              -95.15,
              47.66
            ],
            [
              -95.16,
              47.68
            ],
            [
              -95.16,
              47.74
            ],
            [
              -95.15,
              47.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0712,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "799301df9e187d69933b09d947d2a4c0a7dfd2a9f0d37e5e5b601a5547eab259",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0712,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fab6365bddad6b4e7a0c88bfe5b0c1e4725cd8660c0fe4d8990b96a42cb39f7"
      },
      "receipt_sha256": "5fab6365bddad6b4e7a0c88bfe5b0c1e4725cd8660c0fe4d8990b96a42cb39f7"
    },
    {
      "storm_id": "912767",
      "lat": 30.0546,
      "lon": -99.3469,
      "motion_east": 0.8,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1079.0,
      "ebshear": 23.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1224
        },
        {
          "name": "alignment",
          "value": -1.9224
        },
        {
          "name": "tau",
          "value": 0.786
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0709
      },
      "coherence_score": 0.7860226035118103,
      "coherence_diagnostics": {
        "tau": 0.7860226035118103,
        "grad_tau": 0.11961205303668976,
        "torsion": 0.0,
        "alignment": -1.9224461317062378,
        "S_field": 0.08084437251091003,
        "Gamma_field": 0.18555296957492828,
        "S_over_Gamma": 0.43569430708885193,
        "Da": 11.347893714904785,
        "E_coh": 0.30298081040382385,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.4,
              30.1
            ],
            [
              -99.36,
              30.1
            ],
            [
              -99.33,
              30.07
            ],
            [
              -99.27,
              30.07
            ],
            [
              -99.27,
              30.05
            ],
            [
              -99.29,
              30.05
            ],
            [
              -99.31,
              30.01
            ],
            [
              -99.34,
              30.01
            ],
            [
              -99.35,
              30.0
            ],
            [
              -99.37,
              30.01
            ],
            [
              -99.41,
              30.05
            ],
            [
              -99.41,
              30.09
            ],
            [
              -99.4,
              30.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0709,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "3d7b22c61ad7509152bcddf2f7c3587a388e5cd4b02f53e07f079b29f52bc31a",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0709,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "216da43787fdb861c161cae200fd08eda7a8b5f901ce4fa32f0967c67a7b4c2f"
      },
      "receipt_sha256": "216da43787fdb861c161cae200fd08eda7a8b5f901ce4fa32f0967c67a7b4c2f"
    },
    {
      "storm_id": "912278",
      "lat": 36.626,
      "lon": -92.634,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1282.0,
      "ebshear": 25.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2474
        },
        {
          "name": "alignment",
          "value": -1.9795
        },
        {
          "name": "tau",
          "value": 0.694
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0707
      },
      "coherence_score": 0.6940492987632751,
      "coherence_diagnostics": {
        "tau": 0.6940492987632751,
        "grad_tau": 0.11411131918430328,
        "torsion": 0.0,
        "alignment": -1.9794930219650269,
        "S_field": 0.145774707198143,
        "Gamma_field": 0.29388630390167236,
        "S_over_Gamma": 0.49602416157722473,
        "Da": 17.316570281982422,
        "E_coh": 0.7099912762641907,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.65,
              36.68
            ],
            [
              -92.59,
              36.68
            ],
            [
              -92.57,
              36.67
            ],
            [
              -92.57,
              36.61
            ],
            [
              -92.63,
              36.56
            ],
            [
              -92.66,
              36.56
            ],
            [
              -92.67,
              36.57
            ],
            [
              -92.67,
              36.62
            ],
            [
              -92.68,
              36.63
            ],
            [
              -92.65,
              36.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0707,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "46c50c087f362f92fb517085aa7a6cd0b329f58e11f61b940b13a524bca5c4c9",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0707,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c582df7dcaf1ef0c0380bfd7bf0ba4ede040aca5b4ee935cf36d60bc5c9c980f"
      },
      "receipt_sha256": "c582df7dcaf1ef0c0380bfd7bf0ba4ede040aca5b4ee935cf36d60bc5c9c980f"
    },
    {
      "storm_id": "912729",
      "lat": 29.4592,
      "lon": -99.1146,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1796.0,
      "ebshear": 14.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9974
        },
        {
          "name": "alignment",
          "value": -1.2636
        },
        {
          "name": "tau",
          "value": 0.8254
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0706
      },
      "coherence_score": 0.8253598809242249,
      "coherence_diagnostics": {
        "tau": 0.8253598809242249,
        "grad_tau": 0.16638685762882233,
        "torsion": 0.0,
        "alignment": -1.2636475563049316,
        "S_field": 0.19925278425216675,
        "Gamma_field": 0.17638631165027618,
        "S_over_Gamma": 1.1296385526657104,
        "Da": 11.163396835327148,
        "E_coh": 0.5561264157295227,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.14,
              29.5
            ],
            [
              -99.13,
              29.49
            ],
            [
              -99.1,
              29.49
            ],
            [
              -99.1,
              29.48
            ],
            [
              -99.07,
              29.45
            ],
            [
              -99.07,
              29.43
            ],
            [
              -99.08,
              29.42
            ],
            [
              -99.1,
              29.41
            ],
            [
              -99.12,
              29.43
            ],
            [
              -99.14,
              29.43
            ],
            [
              -99.15,
              29.45
            ],
            [
              -99.15,
              29.49
            ],
            [
              -99.14,
              29.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0706,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "55e0f0d9575191a75e83b5c7087142d12028a6266e0844fa5347e16d6a6423e1",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0706,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d385ec2577dc714d6202b2b4d8e6482ab532f4584089a78411e404fcdc615e0"
      },
      "receipt_sha256": "7d385ec2577dc714d6202b2b4d8e6482ab532f4584089a78411e404fcdc615e0"
    },
    {
      "storm_id": "912814",
      "lat": 27.8217,
      "lon": -81.6967,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 919.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9974
        },
        {
          "name": "alignment",
          "value": -2.1299
        },
        {
          "name": "tau",
          "value": 2.0432
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0701
      },
      "coherence_score": 2.043217897415161,
      "coherence_diagnostics": {
        "tau": 2.043217897415161,
        "grad_tau": 0.1805950105190277,
        "torsion": 0.0,
        "alignment": -2.129948139190674,
        "S_field": 1.1212680339813232,
        "Gamma_field": 0.5130529403686523,
        "S_over_Gamma": 2.1854820251464844,
        "Da": 32.11267852783203,
        "E_coh": 0.9096666574478149,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.74,
              27.86
            ],
            [
              -81.65,
              27.86
            ],
            [
              -81.65,
              27.79
            ],
            [
              -81.66,
              27.78
            ],
            [
              -81.74,
              27.78
            ],
            [
              -81.74,
              27.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0701,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "692062bde8d6829c3238a917572d62a87c0e78cd3efe0c105e5ce1b1328d2cff",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0701,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfdc0016c28dcddd81f941dcecf7f3e07f064d682051897a309d7667e75ef9e0"
      },
      "receipt_sha256": "cfdc0016c28dcddd81f941dcecf7f3e07f064d682051897a309d7667e75ef9e0"
    },
    {
      "storm_id": "912010",
      "lat": 49.1989,
      "lon": -102.6789,
      "motion_east": 3.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 889.0,
      "ebshear": 39.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 1.03,
      "flash_rate": 32.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2474
        },
        {
          "name": "alignment",
          "value": -1.639
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0695
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.361770361661911,
        "torsion": 0.0,
        "alignment": -1.6390419006347656,
        "S_field": 0.24286112189292908,
        "Gamma_field": 0.7405530214309692,
        "S_over_Gamma": 0.32794561982154846,
        "Da": 47.97968673706055,
        "E_coh": 0.01933157816529274,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.62,
              49.28
            ],
            [
              -102.57,
              49.28
            ],
            [
              -102.54,
              49.25
            ],
            [
              -102.54,
              49.18
            ],
            [
              -102.57,
              49.15
            ],
            [
              -102.61,
              49.13
            ],
            [
              -102.63,
              49.13
            ],
            [
              -102.7,
              49.09
            ],
            [
              -102.78,
              49.09
            ],
            [
              -102.83,
              49.13
            ],
            [
              -102.84,
              49.17
            ],
            [
              -102.81,
              49.22
            ],
            [
              -102.79,
              49.23
            ],
            [
              -102.73,
              49.23
            ],
            [
              -102.72,
              49.24
            ],
            [
              -102.68,
              49.24
            ],
            [
              -102.64,
              49.26
            ],
            [
              -102.62,
              49.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0695,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "7efbcf01c88f8d81fac20f31673120dab9511ddbd3258ecf9e023068f3f104fb",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0695,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70620a351e7f08e36797c30d31b123b680e2cd6560af9de80b7488a813e956f9"
      },
      "receipt_sha256": "70620a351e7f08e36797c30d31b123b680e2cd6560af9de80b7488a813e956f9"
    },
    {
      "storm_id": "912511",
      "lat": 47.5565,
      "lon": -95.1929,
      "motion_east": 9.5,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 447.0,
      "ebshear": 27.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9974
        },
        {
          "name": "alignment",
          "value": 3.625
        },
        {
          "name": "tau",
          "value": 0.7057
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.069
      },
      "coherence_score": 0.7057039737701416,
      "coherence_diagnostics": {
        "tau": 0.7057039737701416,
        "grad_tau": 0.1996138095855713,
        "torsion": 0.0,
        "alignment": 3.6250457763671875,
        "S_field": 0.2933187484741211,
        "Gamma_field": 0.18888631463050842,
        "S_over_Gamma": 1.5528851747512817,
        "Da": 11.186555862426758,
        "E_coh": 0.3600344657897949,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.32,
              47.63
            ],
            [
              -95.26,
              47.63
            ],
            [
              -95.19,
              47.58
            ],
            [
              -95.13,
              47.58
            ],
            [
              -95.12,
              47.57
            ],
            [
              -95.09,
              47.57
            ],
            [
              -95.07,
              47.56
            ],
            [
              -95.07,
              47.51
            ],
            [
              -95.09,
              47.49
            ],
            [
              -95.14,
              47.49
            ],
            [
              -95.15,
              47.5
            ],
            [
              -95.17,
              47.5
            ],
            [
              -95.19,
              47.52
            ],
            [
              -95.29,
              47.52
            ],
            [
              -95.34,
              47.57
            ],
            [
              -95.34,
              47.61
            ],
            [
              -95.32,
              47.63
            ]
          ]
        ]
      },
      "raw_probability": 0.069,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "e2d5bf8a2d337e2d65720248c59e9661b1883b202022000a85b1512a9d1509c5",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.069,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c4c333541d00633e94dbfe74558bb0df1d7c132f91b3fad03177bc87d1eb521"
      },
      "receipt_sha256": "5c4c333541d00633e94dbfe74558bb0df1d7c132f91b3fad03177bc87d1eb521"
    },
    {
      "storm_id": "912571",
      "lat": 26.4589,
      "lon": -81.3889,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2072.0,
      "ebshear": 22.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6224
        },
        {
          "name": "alignment",
          "value": 1.6334
        },
        {
          "name": "tau",
          "value": 1.9421
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0689
      },
      "coherence_score": 1.9420626163482666,
      "coherence_diagnostics": {
        "tau": 1.9420626163482666,
        "grad_tau": 0.362716406583786,
        "torsion": 0.0,
        "alignment": 1.6333849430084229,
        "S_field": 1.0503106117248535,
        "Gamma_field": 0.5005529522895813,
        "S_over_Gamma": 2.0983006954193115,
        "Da": 30.646854400634766,
        "E_coh": 0.9564157128334045,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.41,
              26.49
            ],
            [
              -81.37,
              26.49
            ],
            [
              -81.35,
              26.47
            ],
            [
              -81.35,
              26.43
            ],
            [
              -81.37,
              26.43
            ],
            [
              -81.38,
              26.42
            ],
            [
              -81.43,
              26.43
            ],
            [
              -81.43,
              26.48
            ],
            [
              -81.41,
              26.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0689,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "f0f340980e8a7e5454c487d4b7028bb5733e11fcdf6f98b44a1725e166e9cbdd",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0689,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c407c39ca08143e611b73fceb6ffb99ddac0b4e2a391ba1ae84403b08e8f9ab"
      },
      "receipt_sha256": "1c407c39ca08143e611b73fceb6ffb99ddac0b4e2a391ba1ae84403b08e8f9ab"
    },
    {
      "storm_id": "912813",
      "lat": 36.2912,
      "lon": -88.4938,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1628.0,
      "ebshear": 21.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2474
        },
        {
          "name": "alignment",
          "value": 5.2157
        },
        {
          "name": "tau",
          "value": 1.0024
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 1.002445936203003,
      "coherence_diagnostics": {
        "tau": 1.002445936203003,
        "grad_tau": 0.07870477437973022,
        "torsion": 0.0,
        "alignment": 5.215710639953613,
        "S_field": 0.2660263776779175,
        "Gamma_field": 0.2688863277435303,
        "S_over_Gamma": 0.9893637299537659,
        "Da": 16.145341873168945,
        "E_coh": 0.5553818941116333,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.51,
              36.32
            ],
            [
              -88.47,
              36.32
            ],
            [
              -88.46,
              36.31
            ],
            [
              -88.45,
              36.25
            ],
            [
              -88.49,
              36.24
            ],
            [
              -88.53,
              36.27
            ],
            [
              -88.53,
              36.3
            ],
            [
              -88.51,
              36.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0687,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80ae017f3e64080de8cba94c2926de86146c5bacfe6bc6221c6259d33dcbe336"
      },
      "receipt_sha256": "80ae017f3e64080de8cba94c2926de86146c5bacfe6bc6221c6259d33dcbe336"
    },
    {
      "storm_id": "912587",
      "lat": 49.153,
      "lon": -103.6104,
      "motion_east": 3.1,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 778.0,
      "ebshear": 34.0,
      "srh01": 56.0,
      "maxllaz": 0.005,
      "mesh": 0.47,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3724
        },
        {
          "name": "alignment",
          "value": 0.361
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0683
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35882171988487244,
        "torsion": 0.0,
        "alignment": 0.3609580993652344,
        "S_field": 0.1913304328918457,
        "Gamma_field": 0.18555296957492828,
        "S_over_Gamma": 1.0311365127563477,
        "Da": 11.911837577819824,
        "E_coh": 0.5563145875930786,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.51,
              49.26
            ],
            [
              -103.48,
              49.26
            ],
            [
              -103.43,
              49.22
            ],
            [
              -103.42,
              49.2
            ],
            [
              -103.42,
              49.17
            ],
            [
              -103.43,
              49.16
            ],
            [
              -103.48,
              49.15
            ],
            [
              -103.52,
              49.13
            ],
            [
              -103.55,
              49.1
            ],
            [
              -103.65,
              49.05
            ],
            [
              -103.76,
              49.05
            ],
            [
              -103.77,
              49.04
            ],
            [
              -103.81,
              49.06
            ],
            [
              -103.81,
              49.11
            ],
            [
              -103.8,
              49.11
            ],
            [
              -103.76,
              49.14
            ],
            [
              -103.73,
              49.14
            ],
            [
              -103.72,
              49.15
            ],
            [
              -103.66,
              49.16
            ],
            [
              -103.64,
              49.18
            ],
            [
              -103.61,
              49.19
            ],
            [
              -103.57,
              49.23
            ],
            [
              -103.51,
              49.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0683,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0683,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "890722789c3a0b8905c9822cff2af9560d9ff705f5d119c5b2aa3881d42f04b6"
      },
      "receipt_sha256": "890722789c3a0b8905c9822cff2af9560d9ff705f5d119c5b2aa3881d42f04b6"
    },
    {
      "storm_id": "912748",
      "lat": 48.6123,
      "lon": -98.3462,
      "motion_east": 3.5,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3.0,
      "ebshear": 2.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2474
        },
        {
          "name": "alignment",
          "value": -1.1339
        },
        {
          "name": "tau",
          "value": 0.4003
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0679
      },
      "coherence_score": 0.4002671241760254,
      "coherence_diagnostics": {
        "tau": 0.4002671241760254,
        "grad_tau": 0.32887884974479675,
        "torsion": 0.0,
        "alignment": -1.1338510513305664,
        "S_field": 0.32366734743118286,
        "Gamma_field": 0.5338863134384155,
        "S_over_Gamma": 0.6062477231025696,
        "Da": 32.31306457519531,
        "E_coh": 0.021683305501937866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.42,
              48.66
            ],
            [
              -98.4,
              48.65
            ],
            [
              -98.33,
              48.65
            ],
            [
              -98.29,
              48.63
            ],
            [
              -98.28,
              48.62
            ],
            [
              -98.28,
              48.58
            ],
            [
              -98.27,
              48.56
            ],
            [
              -98.3,
              48.55
            ],
            [
              -98.31,
              48.56
            ],
            [
              -98.39,
              48.58
            ],
            [
              -98.39,
              48.62
            ],
            [
              -98.42,
              48.64
            ],
            [
              -98.42,
              48.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0679,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "e0ac4ec5ffa5b908a6843095c981cd14f27bfe81f808fd242dd2e1a9cd4eb698",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0679,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36ec99291f6892f983db2e18a90ec6a34a7ee9f6f11ae5d0a3544bf9f00d4468"
      },
      "receipt_sha256": "36ec99291f6892f983db2e18a90ec6a34a7ee9f6f11ae5d0a3544bf9f00d4468"
    },
    {
      "storm_id": "912812",
      "lat": 47.67,
      "lon": -95.4745,
      "motion_east": 9.1,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 168.0,
      "ebshear": 12.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9974
        },
        {
          "name": "alignment",
          "value": 3.625
        },
        {
          "name": "tau",
          "value": 0.7057
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0677
      },
      "coherence_score": 0.7057039737701416,
      "coherence_diagnostics": {
        "tau": 0.7057039737701416,
        "grad_tau": 0.1996138095855713,
        "torsion": 0.0,
        "alignment": 3.6250457763671875,
        "S_field": 0.2933187484741211,
        "Gamma_field": 0.18888631463050842,
        "S_over_Gamma": 1.5528851747512817,
        "Da": 11.186555862426758,
        "E_coh": 0.3600344657897949,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.5,
              47.71
            ],
            [
              -95.46,
              47.71
            ],
            [
              -95.44,
              47.69
            ],
            [
              -95.45,
              47.68
            ],
            [
              -95.44,
              47.67
            ],
            [
              -95.44,
              47.64
            ],
            [
              -95.46,
              47.62
            ],
            [
              -95.48,
              47.62
            ],
            [
              -95.52,
              47.64
            ],
            [
              -95.53,
              47.68
            ],
            [
              -95.5,
              47.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0677,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "a7d117ef25d4ce0d20dd46b9cfb6631e248d90807c09f1388bc6bc9779595aa5",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0677,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9452ed5c6e302a1553ac0fe5f548388db00e5b7a685c03e4770942e244d8db73"
      },
      "receipt_sha256": "9452ed5c6e302a1553ac0fe5f548388db00e5b7a685c03e4770942e244d8db73"
    },
    {
      "storm_id": "912437",
      "lat": 49.1821,
      "lon": -103.1307,
      "motion_east": 2.7,
      "motion_south": 0.5,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 731.0,
      "ebshear": 36.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.62,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2474
        },
        {
          "name": "alignment",
          "value": -1.639
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0655
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.361770361661911,
        "torsion": 0.0,
        "alignment": -1.6390419006347656,
        "S_field": 0.24286112189292908,
        "Gamma_field": 0.7405530214309692,
        "S_over_Gamma": 0.32794561982154846,
        "Da": 47.97968673706055,
        "E_coh": 0.01933157816529274,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.11,
              49.25
            ],
            [
              -103.09,
              49.25
            ],
            [
              -103.06,
              49.22
            ],
            [
              -103.06,
              49.15
            ],
            [
              -103.07,
              49.13
            ],
            [
              -103.11,
              49.09
            ],
            [
              -103.17,
              49.09
            ],
            [
              -103.17,
              49.1
            ],
            [
              -103.22,
              49.14
            ],
            [
              -103.22,
              49.18
            ],
            [
              -103.18,
              49.22
            ],
            [
              -103.14,
              49.24
            ],
            [
              -103.12,
              49.24
            ],
            [
              -103.11,
              49.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0655,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "4c3275ff1976281eb344a0a94c0f36fcec4436449b421d4f0d13b4f6546f11fe",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0655,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7548da89df979bdf8ca2901ef2c3f938069bcc2df17fa2fbe3fa947a489afcec"
      },
      "receipt_sha256": "7548da89df979bdf8ca2901ef2c3f938069bcc2df17fa2fbe3fa947a489afcec"
    },
    {
      "storm_id": "912148",
      "lat": 30.3587,
      "lon": -99.133,
      "motion_east": 0.0,
      "motion_south": -4.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 899.0,
      "ebshear": 24.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1224
        },
        {
          "name": "alignment",
          "value": -1.9224
        },
        {
          "name": "tau",
          "value": 0.786
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 0.7860226035118103,
      "coherence_diagnostics": {
        "tau": 0.7860226035118103,
        "grad_tau": 0.11961205303668976,
        "torsion": 0.0,
        "alignment": -1.9224461317062378,
        "S_field": 0.08084437251091003,
        "Gamma_field": 0.18555296957492828,
        "S_over_Gamma": 0.43569430708885193,
        "Da": 11.347893714904785,
        "E_coh": 0.30298081040382385,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.19,
              30.49
            ],
            [
              -99.16,
              30.49
            ],
            [
              -99.14,
              30.47
            ],
            [
              -99.13,
              30.47
            ],
            [
              -99.1,
              30.44
            ],
            [
              -99.1,
              30.43
            ],
            [
              -99.07,
              30.4
            ],
            [
              -99.07,
              30.39
            ],
            [
              -99.01,
              30.33
            ],
            [
              -99.01,
              30.28
            ],
            [
              -99.02,
              30.26
            ],
            [
              -99.06,
              30.25
            ],
            [
              -99.07,
              30.24
            ],
            [
              -99.14,
              30.24
            ],
            [
              -99.15,
              30.23
            ],
            [
              -99.2,
              30.23
            ],
            [
              -99.21,
              30.24
            ],
            [
              -99.21,
              30.3
            ],
            [
              -99.19,
              30.33
            ],
            [
              -99.19,
              30.38
            ],
            [
              -99.22,
              30.41
            ],
            [
              -99.23,
              30.46
            ],
            [
              -99.19,
              30.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0638,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "224ad4a14274ed20c3ba893b2b881d7288b886777b91e1a97adfa43041e52315"
      },
      "receipt_sha256": "224ad4a14274ed20c3ba893b2b881d7288b886777b91e1a97adfa43041e52315"
    },
    {
      "storm_id": "912793",
      "lat": 34.186,
      "lon": -111.829,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 398.0,
      "ebshear": 15.0,
      "srh01": 73.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1224
        },
        {
          "name": "alignment",
          "value": 2.893
        },
        {
          "name": "tau",
          "value": 0.2157
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 0.2156747281551361,
      "coherence_diagnostics": {
        "tau": 0.2156747281551361,
        "grad_tau": 0.02496689185500145,
        "torsion": 0.0,
        "alignment": 2.8929591178894043,
        "S_field": 0.11153000593185425,
        "Gamma_field": 0.8538863062858582,
        "S_over_Gamma": 0.13061457872390747,
        "Da": 52.46043014526367,
        "E_coh": 0.34171009063720703,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.83,
              34.21
            ],
            [
              -111.79,
              34.21
            ],
            [
              -111.78,
              34.2
            ],
            [
              -111.78,
              34.17
            ],
            [
              -111.82,
              34.14
            ],
            [
              -111.86,
              34.15
            ],
            [
              -111.88,
              34.17
            ],
            [
              -111.88,
              34.2
            ],
            [
              -111.84,
              34.2
            ],
            [
              -111.83,
              34.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0585,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce8ddfe29187ca600bc54c7076da2395184468f9b1b6987364a77dbeb3527136"
      },
      "receipt_sha256": "ce8ddfe29187ca600bc54c7076da2395184468f9b1b6987364a77dbeb3527136"
    },
    {
      "storm_id": "912635",
      "lat": 46.698,
      "lon": -92.419,
      "motion_east": 11.2,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 36.0,
      "ebshear": 10.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1224
        },
        {
          "name": "alignment",
          "value": 3.7607
        },
        {
          "name": "tau",
          "value": 0.9136
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0561
      },
      "coherence_score": 0.9136182069778442,
      "coherence_diagnostics": {
        "tau": 0.9136182069778442,
        "grad_tau": 0.13969795405864716,
        "torsion": 0.0,
        "alignment": 3.7607336044311523,
        "S_field": 0.2563510537147522,
        "Gamma_field": 0.24305297434329987,
        "S_over_Gamma": 1.0547126531600952,
        "Da": 13.758280754089355,
        "E_coh": 0.3452011048793793,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.45,
              46.77
            ],
            [
              -92.37,
              46.77
            ],
            [
              -92.35,
              46.75
            ],
            [
              -92.33,
              46.75
            ],
            [
              -92.33,
              46.74
            ],
            [
              -92.34,
              46.74
            ],
            [
              -92.36,
              46.72
            ],
            [
              -92.36,
              46.69
            ],
            [
              -92.39,
              46.65
            ],
            [
              -92.39,
              46.63
            ],
            [
              -92.4,
              46.62
            ],
            [
              -92.46,
              46.62
            ],
            [
              -92.47,
              46.63
            ],
            [
              -92.5,
              46.63
            ],
            [
              -92.48,
              46.65
            ],
            [
              -92.48,
              46.67
            ],
            [
              -92.5,
              46.69
            ],
            [
              -92.48,
              46.72
            ],
            [
              -92.49,
              46.75
            ],
            [
              -92.45,
              46.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0561,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0561,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca5f9ec07d65f4e3c3c3ae4400aefe05a89ef6beeb8d0f44b22a9cd8ec5c54ce"
      },
      "receipt_sha256": "ca5f9ec07d65f4e3c3c3ae4400aefe05a89ef6beeb8d0f44b22a9cd8ec5c54ce"
    },
    {
      "storm_id": "912711",
      "lat": 42.2717,
      "lon": -117.0167,
      "motion_east": 4.5,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 419.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1224
        },
        {
          "name": "alignment",
          "value": 4.6703
        },
        {
          "name": "tau",
          "value": 0.4533
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 0.4533347487449646,
      "coherence_diagnostics": {
        "tau": 0.4533347487449646,
        "grad_tau": 0.07058805227279663,
        "torsion": 0.0,
        "alignment": 4.670328617095947,
        "S_field": 0.1539611518383026,
        "Gamma_field": 0.9730530381202698,
        "S_over_Gamma": 0.15822483599185944,
        "Da": 60.38483810424805,
        "E_coh": 0.4137243628501892,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -117.05,
              42.3
            ],
            [
              -116.98,
              42.3
            ],
            [
              -116.98,
              42.25
            ],
            [
              -116.99,
              42.24
            ],
            [
              -117.05,
              42.24
            ],
            [
              -117.05,
              42.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0559,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04b4bab3ad14c459c6d38ea56a1d5edf7917ba8a921a9e80fabeb4f0f12b37cb"
      },
      "receipt_sha256": "04b4bab3ad14c459c6d38ea56a1d5edf7917ba8a921a9e80fabeb4f0f12b37cb"
    },
    {
      "storm_id": "912342",
      "lat": 47.6806,
      "lon": -95.7472,
      "motion_east": 4.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 3.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9974
        },
        {
          "name": "alignment",
          "value": 3.625
        },
        {
          "name": "tau",
          "value": 0.7057
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 0.7057039737701416,
      "coherence_diagnostics": {
        "tau": 0.7057039737701416,
        "grad_tau": 0.1996138095855713,
        "torsion": 0.0,
        "alignment": 3.6250457763671875,
        "S_field": 0.2933187484741211,
        "Gamma_field": 0.18888631463050842,
        "S_over_Gamma": 1.5528851747512817,
        "Da": 11.186555862426758,
        "E_coh": 0.3600344657897949,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.74,
              47.73
            ],
            [
              -95.68,
              47.73
            ],
            [
              -95.64,
              47.71
            ],
            [
              -95.65,
              47.7
            ],
            [
              -95.65,
              47.65
            ],
            [
              -95.66,
              47.64
            ],
            [
              -95.71,
              47.64
            ],
            [
              -95.73,
              47.62
            ],
            [
              -95.75,
              47.63
            ],
            [
              -95.81,
              47.63
            ],
            [
              -95.84,
              47.65
            ],
            [
              -95.84,
              47.67
            ],
            [
              -95.86,
              47.69
            ],
            [
              -95.85,
              47.71
            ],
            [
              -95.78,
              47.71
            ],
            [
              -95.77,
              47.7
            ],
            [
              -95.75,
              47.71
            ],
            [
              -95.74,
              47.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0556,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b25163b101edb64598b5a14ffad30d0d757e2b0a022a5d048d7d0c52c77289c"
      },
      "receipt_sha256": "6b25163b101edb64598b5a14ffad30d0d757e2b0a022a5d048d7d0c52c77289c"
    },
    {
      "storm_id": "912616",
      "lat": 48.1364,
      "lon": -97.0264,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 17.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9974
        },
        {
          "name": "alignment",
          "value": -0.5197
        },
        {
          "name": "tau",
          "value": 0.3984
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0546
      },
      "coherence_score": 0.3983790874481201,
      "coherence_diagnostics": {
        "tau": 0.3983790874481201,
        "grad_tau": 0.32964539527893066,
        "torsion": 0.0,
        "alignment": -0.5196876525878906,
        "S_field": 0.3316915035247803,
        "Gamma_field": 0.5463863015174866,
        "S_over_Gamma": 0.6070640683174133,
        "Da": 32.28861618041992,
        "E_coh": 0.05226033180952072,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.14,
              48.2
            ],
            [
              -97.09,
              48.2
            ],
            [
              -97.05,
              48.18
            ],
            [
              -97.02,
              48.18
            ],
            [
              -97.01,
              48.17
            ],
            [
              -96.97,
              48.17
            ],
            [
              -96.96,
              48.16
            ],
            [
              -96.94,
              48.16
            ],
            [
              -96.91,
              48.13
            ],
            [
              -96.9,
              48.09
            ],
            [
              -96.91,
              48.08
            ],
            [
              -96.95,
              48.08
            ],
            [
              -96.96,
              48.07
            ],
            [
              -96.97,
              48.08
            ],
            [
              -96.99,
              48.08
            ],
            [
              -97.03,
              48.11
            ],
            [
              -97.07,
              48.11
            ],
            [
              -97.08,
              48.12
            ],
            [
              -97.15,
              48.12
            ],
            [
              -97.17,
              48.13
            ],
            [
              -97.17,
              48.18
            ],
            [
              -97.14,
              48.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0546,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "5dcb291ac831a9b35d07beddaa30609f0986629176a3948ddeed1b3491ec04cf",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0546,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11ce3c69c07209c5c82c9ccccfead05a32554ff9d065d4031d0e4e37912c183e"
      },
      "receipt_sha256": "11ce3c69c07209c5c82c9ccccfead05a32554ff9d065d4031d0e4e37912c183e"
    },
    {
      "storm_id": "912795",
      "lat": 31.7015,
      "lon": -79.11,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1394.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1224
        },
        {
          "name": "alignment",
          "value": -2.3634
        },
        {
          "name": "tau",
          "value": 1.021
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0542
      },
      "coherence_score": 1.02104914188385,
      "coherence_diagnostics": {
        "tau": 1.02104914188385,
        "grad_tau": 0.14721564948558807,
        "torsion": 0.0,
        "alignment": -2.3634204864501953,
        "S_field": 0.1674649864435196,
        "Gamma_field": 0.25221964716911316,
        "S_over_Gamma": 0.6639648675918579,
        "Da": 16.55640411376953,
        "E_coh": 0.7304951548576355,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.08,
              31.76
            ],
            [
              -79.07,
              31.76
            ],
            [
              -79.07,
              31.71
            ],
            [
              -79.08,
              31.7
            ],
            [
              -79.08,
              31.68
            ],
            [
              -79.09,
              31.68
            ],
            [
              -79.09,
              31.69
            ],
            [
              -79.11,
              31.7
            ],
            [
              -79.12,
              31.68
            ],
            [
              -79.14,
              31.67
            ],
            [
              -79.14,
              31.65
            ],
            [
              -79.16,
              31.64
            ],
            [
              -79.17,
              31.66
            ],
            [
              -79.14,
              31.69
            ],
            [
              -79.15,
              31.7
            ],
            [
              -79.14,
              31.7
            ],
            [
              -79.12,
              31.73
            ],
            [
              -79.09,
              31.73
            ],
            [
              -79.08,
              31.74
            ],
            [
              -79.08,
              31.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0542,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "6f171aa2a52b21fb4f5be4813b289459abad54cb2d064d2df7791390c16e19f4",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0542,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddc7e19b27a3e25878417639ecd23c08c48036022f861c0281ecd468bd566300"
      },
      "receipt_sha256": "ddc7e19b27a3e25878417639ecd23c08c48036022f861c0281ecd468bd566300"
    },
    {
      "storm_id": "912722",
      "lat": 49.265,
      "lon": -102.275,
      "motion_east": 3.0,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 652.0,
      "ebshear": 36.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7474
        },
        {
          "name": "alignment",
          "value": -1.7015
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3361724615097046,
        "torsion": 0.0,
        "alignment": -1.7015419006347656,
        "S_field": 0.29074376821517944,
        "Gamma_field": 0.6680530309677124,
        "S_over_Gamma": 0.43521061539649963,
        "Da": 43.38591003417969,
        "E_coh": 0.04053637757897377,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.3,
              49.32
            ],
            [
              -102.22,
              49.32
            ],
            [
              -102.19,
              49.29
            ],
            [
              -102.19,
              49.25
            ],
            [
              -102.26,
              49.19
            ],
            [
              -102.29,
              49.19
            ],
            [
              -102.33,
              49.23
            ],
            [
              -102.34,
              49.25
            ],
            [
              -102.33,
              49.29
            ],
            [
              -102.3,
              49.32
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.053,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf4c1d04f3835a9156cdc9dd29f0faf7f46aa825664b9d4d6b79d24e107e71e8"
      },
      "receipt_sha256": "bf4c1d04f3835a9156cdc9dd29f0faf7f46aa825664b9d4d6b79d24e107e71e8"
    },
    {
      "storm_id": "912724",
      "lat": 49.1205,
      "lon": -99.771,
      "motion_east": 4.3,
      "motion_south": -1.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 58.0,
      "ebshear": 30.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.57,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6224
        },
        {
          "name": "alignment",
          "value": -2.4515
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.40293633937835693,
        "torsion": 0.0,
        "alignment": -2.4515419006347656,
        "S_field": 0.228970468044281,
        "Gamma_field": 0.1838863044977188,
        "S_over_Gamma": 1.2451741695404053,
        "Da": 11.620752334594727,
        "E_coh": 0.3314475417137146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.0,
              49.18
            ],
            [
              -99.92,
              49.18
            ],
            [
              -99.91,
              49.17
            ],
            [
              -99.8,
              49.18
            ],
            [
              -99.79,
              49.17
            ],
            [
              -99.75,
              49.17
            ],
            [
              -99.74,
              49.16
            ],
            [
              -99.57,
              49.16
            ],
            [
              -99.54,
              49.14
            ],
            [
              -99.54,
              49.09
            ],
            [
              -99.55,
              49.08
            ],
            [
              -99.58,
              49.08
            ],
            [
              -99.59,
              49.07
            ],
            [
              -99.7,
              49.07
            ],
            [
              -99.76,
              49.04
            ],
            [
              -99.8,
              49.04
            ],
            [
              -99.82,
              49.05
            ],
            [
              -99.86,
              49.09
            ],
            [
              -99.98,
              49.11
            ],
            [
              -99.99,
              49.12
            ],
            [
              -100.0,
              49.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0529,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ff79f57a631f7c232a63cd0732ea5598bb6de021dec8943ae868a270b18f4ff"
      },
      "receipt_sha256": "0ff79f57a631f7c232a63cd0732ea5598bb6de021dec8943ae868a270b18f4ff"
    },
    {
      "storm_id": "912776",
      "lat": 49.0564,
      "lon": -100.305,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 163.0,
      "ebshear": 31.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6224
        },
        {
          "name": "alignment",
          "value": -2.4515
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.40293633937835693,
        "torsion": 0.0,
        "alignment": -2.4515419006347656,
        "S_field": 0.228970468044281,
        "Gamma_field": 0.1838863044977188,
        "S_over_Gamma": 1.2451741695404053,
        "Da": 11.620752334594727,
        "E_coh": 0.3314475417137146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.33,
              49.11
            ],
            [
              -100.26,
              49.11
            ],
            [
              -100.25,
              49.1
            ],
            [
              -100.25,
              49.08
            ],
            [
              -100.26,
              49.07
            ],
            [
              -100.25,
              49.03
            ],
            [
              -100.27,
              49.01
            ],
            [
              -100.3,
              49.01
            ],
            [
              -100.31,
              49.0
            ],
            [
              -100.37,
              49.0
            ],
            [
              -100.38,
              49.01
            ],
            [
              -100.38,
              49.05
            ],
            [
              -100.33,
              49.1
            ],
            [
              -100.33,
              49.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0512,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "999180715cf10cb7486741a651a67800c2f24efaa3e1ac72633aa00ccc48ec96"
      },
      "receipt_sha256": "999180715cf10cb7486741a651a67800c2f24efaa3e1ac72633aa00ccc48ec96"
    },
    {
      "storm_id": "912642",
      "lat": 42.4006,
      "lon": -116.7556,
      "motion_east": 4.8,
      "motion_south": -3.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 522.0,
      "ebshear": 21.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.1224
        },
        {
          "name": "alignment",
          "value": 2.5593
        },
        {
          "name": "tau",
          "value": 0.5451
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0504
      },
      "coherence_score": 0.5450602173805237,
      "coherence_diagnostics": {
        "tau": 0.5450602173805237,
        "grad_tau": 0.13383834064006805,
        "torsion": 0.0,
        "alignment": 2.559319496154785,
        "S_field": 0.17821551859378815,
        "Gamma_field": 0.33805298805236816,
        "S_over_Gamma": 0.5271822214126587,
        "Da": 20.413949966430664,
        "E_coh": 0.334931880235672,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.7,
              42.48
            ],
            [
              -116.63,
              42.48
            ],
            [
              -116.62,
              42.46
            ],
            [
              -116.62,
              42.42
            ],
            [
              -116.7,
              42.38
            ],
            [
              -116.72,
              42.36
            ],
            [
              -116.75,
              42.35
            ],
            [
              -116.81,
              42.3
            ],
            [
              -116.87,
              42.3
            ],
            [
              -116.89,
              42.32
            ],
            [
              -116.89,
              42.37
            ],
            [
              -116.87,
              42.39
            ],
            [
              -116.82,
              42.41
            ],
            [
              -116.77,
              42.45
            ],
            [
              -116.73,
              42.46
            ],
            [
              -116.7,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0504,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0504,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9c4f50e951e9f1c5a2516fbe32c25d6955b24f906d7ac22d36debacb8bc72ceb"
      },
      "receipt_sha256": "9c4f50e951e9f1c5a2516fbe32c25d6955b24f906d7ac22d36debacb8bc72ceb"
    },
    {
      "storm_id": "912607",
      "lat": 49.2244,
      "lon": -101.7683,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 721.0,
      "ebshear": 44.0,
      "srh01": 17.0,
      "maxllaz": 0.005,
      "mesh": 0.75,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7474
        },
        {
          "name": "alignment",
          "value": -1.7015
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3361724615097046,
        "torsion": 0.0,
        "alignment": -1.7015419006347656,
        "S_field": 0.29074376821517944,
        "Gamma_field": 0.6680530309677124,
        "S_over_Gamma": 0.43521061539649963,
        "Da": 43.38591003417969,
        "E_coh": 0.04053637757897377,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.92,
              49.3
            ],
            [
              -101.82,
              49.3
            ],
            [
              -101.81,
              49.29
            ],
            [
              -101.77,
              49.29
            ],
            [
              -101.7,
              49.24
            ],
            [
              -101.67,
              49.24
            ],
            [
              -101.66,
              49.23
            ],
            [
              -101.61,
              49.22
            ],
            [
              -101.58,
              49.2
            ],
            [
              -101.58,
              49.15
            ],
            [
              -101.59,
              49.14
            ],
            [
              -101.77,
              49.13
            ],
            [
              -101.79,
              49.15
            ],
            [
              -101.85,
              49.18
            ],
            [
              -101.91,
              49.18
            ],
            [
              -101.94,
              49.23
            ],
            [
              -101.94,
              49.27
            ],
            [
              -101.92,
              49.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0502,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "386a13970be345efe86ae06d9c842d2a7cad13b239af00001d171c2b3f49947d"
      },
      "receipt_sha256": "386a13970be345efe86ae06d9c842d2a7cad13b239af00001d171c2b3f49947d"
    },
    {
      "storm_id": "912770",
      "lat": 24.6731,
      "lon": -77.8402,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3069.0,
      "ebshear": 10.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9974
        },
        {
          "name": "alignment",
          "value": 0.4515
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.387789249420166,
        "torsion": 0.0,
        "alignment": 0.4515419006347656,
        "S_field": 1.3851720094680786,
        "Gamma_field": 0.23055297136306763,
        "S_over_Gamma": 6.008042335510254,
        "Da": 14.46454906463623,
        "E_coh": 0.9830669164657593,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.89,
              24.74
            ],
            [
              -77.88,
              24.74
            ],
            [
              -77.87,
              24.74
            ],
            [
              -77.88,
              24.73
            ],
            [
              -77.87,
              24.72
            ],
            [
              -77.86,
              24.72
            ],
            [
              -77.85,
              24.71
            ],
            [
              -77.84,
              24.71
            ],
            [
              -77.83,
              24.71
            ],
            [
              -77.82,
              24.71
            ],
            [
              -77.81,
              24.71
            ],
            [
              -77.81,
              24.7
            ],
            [
              -77.8,
              24.69
            ],
            [
              -77.79,
              24.69
            ],
            [
              -77.78,
              24.7
            ],
            [
              -77.78,
              24.69
            ],
            [
              -77.78,
              24.68
            ],
            [
              -77.77,
              24.67
            ],
            [
              -77.77,
              24.66
            ],
            [
              -77.77,
              24.65
            ],
            [
              -77.77,
              24.64
            ],
            [
              -77.78,
              24.64
            ],
            [
              -77.78,
              24.65
            ],
            [
              -77.77,
              24.66
            ],
            [
              -77.77,
              24.67
            ],
            [
              -77.78,
              24.68
            ],
            [
              -77.79,
              24.67
            ],
            [
              -77.8,
              24.67
            ],
            [
              -77.81,
              24.66
            ],
            [
              -77.81,
              24.65
            ],
            [
              -77.81,
              24.64
            ],
            [
              -77.81,
              24.63
            ],
            [
              -77.82,
              24.62
            ],
            [
              -77.83,
              24.62
            ],
            [
              -77.84,
              24.62
            ],
            [
              -77.85,
              24.62
            ],
            [
              -77.86,
              24.62
            ],
            [
              -77.87,
              24.62
            ],
            [
              -77.88,
              24.62
            ],
            [
              -77.89,
              24.62
            ],
            [
              -77.9,
              24.62
            ],
            [
              -77.91,
              24.62
            ],
            [
              -77.9,
              24.63
            ],
            [
              -77.9,
              24.64
            ],
            [
              -77.9,
              24.65
            ],
            [
              -77.9,
              24.66
            ],
            [
              -77.9,
              24.67
            ],
            [
              -77.9,
              24.68
            ],
            [
              -77.9,
              24.69
            ],
            [
              -77.91,
              24.7
            ],
            [
              -77.9,
              24.71
            ],
            [
              -77.9,
              24.72
            ],
            [
              -77.89,
              24.73
            ],
            [
              -77.89,
              24.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0477,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea850cb6f91c790ceff185977f7e89b01ba2fd5b593421feb304a9424d007d3c"
      },
      "receipt_sha256": "ea850cb6f91c790ceff185977f7e89b01ba2fd5b593421feb304a9424d007d3c"
    },
    {
      "storm_id": "912799",
      "lat": 50.4589,
      "lon": -104.3744,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6224
        },
        {
          "name": "alignment",
          "value": -0.3265
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3671116232872009,
        "torsion": 0.0,
        "alignment": -0.3265419006347656,
        "S_field": 0.19097469747066498,
        "Gamma_field": 0.17721964418888092,
        "S_over_Gamma": 1.0776158571243286,
        "Da": 11.607449531555176,
        "E_coh": 0.4134140610694885,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.4,
              50.49
            ],
            [
              -104.34,
              50.49
            ],
            [
              -104.32,
              50.48
            ],
            [
              -104.32,
              50.43
            ],
            [
              -104.34,
              50.42
            ],
            [
              -104.41,
              50.42
            ],
            [
              -104.42,
              50.43
            ],
            [
              -104.42,
              50.48
            ],
            [
              -104.4,
              50.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0436,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de5afed9e81e624eb090776b6809567079425791b6d8f1201692f29cb8be78d1"
      },
      "receipt_sha256": "de5afed9e81e624eb090776b6809567079425791b6d8f1201692f29cb8be78d1"
    },
    {
      "storm_id": "912554",
      "lat": 47.4645,
      "lon": -94.6827,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 621.0,
      "ebshear": 35.0,
      "srh01": 16.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9974
        },
        {
          "name": "alignment",
          "value": 3.2494
        },
        {
          "name": "tau",
          "value": 0.7214
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 0.7214251756668091,
      "coherence_diagnostics": {
        "tau": 0.7214251756668091,
        "grad_tau": 0.22333168983459473,
        "torsion": 0.0,
        "alignment": 3.2494499683380127,
        "S_field": 0.300042986869812,
        "Gamma_field": 0.24055297672748566,
        "S_over_Gamma": 1.2473052740097046,
        "Da": 13.85593318939209,
        "E_coh": 0.3377739191055298,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.67,
              47.51
            ],
            [
              -94.62,
              47.48
            ],
            [
              -94.62,
              47.43
            ],
            [
              -94.63,
              47.42
            ],
            [
              -94.7,
              47.42
            ],
            [
              -94.72,
              47.44
            ],
            [
              -94.73,
              47.44
            ],
            [
              -94.73,
              47.47
            ],
            [
              -94.71,
              47.49
            ],
            [
              -94.71,
              47.5
            ],
            [
              -94.67,
              47.51
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.043,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb263133c68f377153073a5f2f8f0f2988463f40c3379e5aa7a25768a23c8af3"
      },
      "receipt_sha256": "bb263133c68f377153073a5f2f8f0f2988463f40c3379e5aa7a25768a23c8af3"
    },
    {
      "storm_id": "912666",
      "lat": 47.3719,
      "lon": -94.23,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 96.0,
      "ebshear": 12.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9974
        },
        {
          "name": "alignment",
          "value": 3.2494
        },
        {
          "name": "tau",
          "value": 0.7214
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 0.7214251756668091,
      "coherence_diagnostics": {
        "tau": 0.7214251756668091,
        "grad_tau": 0.22333168983459473,
        "torsion": 0.0,
        "alignment": 3.2494499683380127,
        "S_field": 0.300042986869812,
        "Gamma_field": 0.24055297672748566,
        "S_over_Gamma": 1.2473052740097046,
        "Da": 13.85593318939209,
        "E_coh": 0.3377739191055298,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.25,
              47.43
            ],
            [
              -94.22,
              47.43
            ],
            [
              -94.2,
              47.42
            ],
            [
              -94.19,
              47.4
            ],
            [
              -94.19,
              47.36
            ],
            [
              -94.18,
              47.35
            ],
            [
              -94.18,
              47.33
            ],
            [
              -94.2,
              47.31
            ],
            [
              -94.21,
              47.31
            ],
            [
              -94.23,
              47.33
            ],
            [
              -94.27,
              47.33
            ],
            [
              -94.27,
              47.34
            ],
            [
              -94.29,
              47.36
            ],
            [
              -94.28,
              47.41
            ],
            [
              -94.27,
              47.41
            ],
            [
              -94.25,
              47.43
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.043,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb263133c68f377153073a5f2f8f0f2988463f40c3379e5aa7a25768a23c8af3"
      },
      "receipt_sha256": "bb263133c68f377153073a5f2f8f0f2988463f40c3379e5aa7a25768a23c8af3"
    },
    {
      "storm_id": "912756",
      "lat": 47.7469,
      "lon": -110.1577,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 380.0,
      "ebshear": 35.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9974
        },
        {
          "name": "alignment",
          "value": -0.0946
        },
        {
          "name": "tau",
          "value": 0.4088
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.40883806347846985,
      "coherence_diagnostics": {
        "tau": 0.40883806347846985,
        "grad_tau": 0.11926089972257614,
        "torsion": 0.0,
        "alignment": -0.09461688995361328,
        "S_field": 0.1750180721282959,
        "Gamma_field": 0.22138631343841553,
        "S_over_Gamma": 0.7905550599098206,
        "Da": 13.432682991027832,
        "E_coh": 0.32955023646354675,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.13,
              47.79
            ],
            [
              -110.11,
              47.77
            ],
            [
              -110.11,
              47.74
            ],
            [
              -110.13,
              47.72
            ],
            [
              -110.15,
              47.72
            ],
            [
              -110.17,
              47.7
            ],
            [
              -110.21,
              47.7
            ],
            [
              -110.22,
              47.71
            ],
            [
              -110.19,
              47.74
            ],
            [
              -110.19,
              47.77
            ],
            [
              -110.17,
              47.78
            ],
            [
              -110.14,
              47.78
            ],
            [
              -110.13,
              47.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0417,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08cecd252f1d6ac1db94b8cb997dba8a3f95487c0e5a03edfb9323ea68bf6b8b"
      },
      "receipt_sha256": "08cecd252f1d6ac1db94b8cb997dba8a3f95487c0e5a03edfb9323ea68bf6b8b"
    },
    {
      "storm_id": "912731",
      "lat": 50.2856,
      "lon": -104.4067,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6224
        },
        {
          "name": "alignment",
          "value": -0.3265
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0408
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3671116232872009,
        "torsion": 0.0,
        "alignment": -0.3265419006347656,
        "S_field": 0.19097469747066498,
        "Gamma_field": 0.17721964418888092,
        "S_over_Gamma": 1.0776158571243286,
        "Da": 11.607449531555176,
        "E_coh": 0.4134140610694885,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.43,
              50.34
            ],
            [
              -104.39,
              50.33
            ],
            [
              -104.34,
              50.28
            ],
            [
              -104.34,
              50.24
            ],
            [
              -104.36,
              50.22
            ],
            [
              -104.43,
              50.23
            ],
            [
              -104.48,
              50.27
            ],
            [
              -104.46,
              50.32
            ],
            [
              -104.43,
              50.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0408,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0408,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62a83c1d57fe3c06445b576ea55a0c8bc06b3b117bd0012ddb62774fd49ddc47"
      },
      "receipt_sha256": "62a83c1d57fe3c06445b576ea55a0c8bc06b3b117bd0012ddb62774fd49ddc47"
    },
    {
      "storm_id": "912618",
      "lat": 43.4475,
      "lon": -111.8583,
      "motion_east": 3.7,
      "motion_south": -2.0,
      "valid_time": "20260715_083040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 38.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8724
        },
        {
          "name": "alignment",
          "value": 2.5831
        },
        {
          "name": "tau",
          "value": 0.4123
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 0.41227957606315613,
      "coherence_diagnostics": {
        "tau": 0.41227957606315613,
        "grad_tau": 0.05502114072442055,
        "torsion": 0.0,
        "alignment": 2.5830819606781006,
        "S_field": 0.18185977637767792,
        "Gamma_field": 0.8530529737472534,
        "S_over_Gamma": 0.21318696439266205,
        "Da": 51.46870040893555,
        "E_coh": 0.29895809292793274,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.87,
              43.53
            ],
            [
              -111.8,
              43.53
            ],
            [
              -111.8,
              43.42
            ],
            [
              -111.81,
              43.41
            ],
            [
              -111.81,
              43.33
            ],
            [
              -111.89,
              43.33
            ],
            [
              -111.89,
              43.39
            ],
            [
              -111.9,
              43.4
            ],
            [
              -111.9,
              43.48
            ],
            [
              -111.88,
              43.5
            ],
            [
              -111.88,
              43.52
            ],
            [
              -111.87,
              43.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0399,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "b7ccad0c9805e312414706fc013db012a1c27181dfad0320d5476157ee83f0fb",
        "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b",
        "issued_at": "2026-07-15T08:48:14Z",
        "raw_probability": 0.0399,
        "probability": 0.001091,
        "confidence_lo": 0.00107,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb2736a8d277658e0aaa497bc01662ee82d7f5982517bb8fabc65c40916a5958"
      },
      "receipt_sha256": "eb2736a8d277658e0aaa497bc01662ee82d7f5982517bb8fabc65c40916a5958"
    }
  ]
}